{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "71b1eb19-3148-46ca-8a9a-fdf18bd2b18d",
   "metadata": {},
   "source": [
    "# Demonstrating Affine Transformations\n",
    "\n",
    "## Introduction\n",
    "This notebook is part of the NRTK demonstration suite, demonstrating how perturbations can be applied and their impact measured via MAITE evaluation workflows.\n",
    "\n",
    "## Layout\n",
    "This notebook demonstrates how random affine transformations (translation, rotation and crop), can affect an object detection model, and how that impact can be measured. The overall structure is:\n",
    "\n",
    "- **Evaluation Guidance: Computing Mean Average Precision (mAP):**\n",
    "    - An overview of the evaluation strategy.\n",
    "- **Setup:**\n",
    "    - Notebook initialization, loading the supporting python code. Depending on if this is the first time you've run this notebook, this may take some time.\n",
    "    - Loading the source image, which will be used throughout the notebook.\n",
    "- **Image Perturbation Examples:**\n",
    "    - The NRTK perturbation is demonstrated on the source image.\n",
    "- **Baseline Detections:**\n",
    "    - The object detection model is loaded and run on the unperturbed image. These will serve as \\\"ground truth\\\" for comparisons against the perturbed images.\n",
    " \n",
    "At this point, we have the fundamental elements of our evaluation: the model, our reference image, and a mechanism for creating the perturbed test images. Next we adapt these elements to be used with the MAITE evaluation workflow:\n",
    "\n",
    "- **Wrapping the Detection Model**\n",
    "- **Wrapping the Reference Image as a Dataset**\n",
    "- **Wrapping the Perturbation as Augmentation Objects**\n",
    "- **Wrapping the Metrics**\n",
    "\n",
    "After the evaluation elements have been wrapped, we can run the evaluation:\n",
    "\n",
    "- **Preparing the Augmentations:**\n",
    "    - We specify the range of perturbation values to evaluate and optionally specify which ones we'd like to visualize.\n",
    "- **Evaluation of Augmented Data:**\n",
    "    - Each augmentation is run through MAITE's evaluation workflow, computing the absolute mAP metric of the detector on the perturbed datasets.\n",
    "- **Evaluation Analysis:**\n",
    "    - We plot and discuss the mAP@50 metric from each of the perturbed images, as well as per-class and per-area results.\n",
    "\n",
    "To run this notebook in Colab, use the link below:\n",
    "\n",
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Kitware/nrtk/blob/main/docs/examples/maite/nrtk_affine_perturbers_demo.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b2e1964-46e2-4497-88ff-274eaca17960",
   "metadata": {},
   "source": [
    "## Evaluation Guidance: Computing Mean Average Precision (mAP)\n",
    "\n",
    "This notebook evaluates the robustness of an Object Detector when exposed to NRTK (Natural, Physics-based) perturbations, using mean Average Precision (mAP) as the performance metric. The baseline case, where no perturbations are applied (identity augmentation), typically yields an mAP close to 1.0 and serves as the reference point. Unlike standard evaluations that focus on whether the detector can correctly identify and localize objects, our goal here is to measure how well the detector maintains its performance under realistic perturbations. \n",
    "\n",
    "By comparing the absolute mAP scores of the baseline against perturbed datasets, we can assess the detector’s sensitivity to environmental variations and quantify its robustness in generating reliable predictions beyond controlled conditions."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9268412-0d13-4fed-ae78-f6ee02c94c9c",
   "metadata": {},
   "source": [
    "## Setup: Notebook Initialization\n",
    "The next few cells import the python packages used in the rest of the notebook.\n",
    "\n",
    "**Note:** We are suppressing warnings within this notebook to reduce visual clutter for demonstration purposes. If any issues arise while executing this notebook, we recommend that the first cell is **not** executed so that any related warnings are shown.\n",
    "\n",
    "**Note for Colab users**: After setting up the environment, you may need to \"Restart Runtime\" in order to resolve package version conflicts (see the [README](https://github.com/Kitware/nrtk/blob/main/docs/examples/README.md#run-the-notebooks-from-colab) for more info)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2cbe3b91-8320-4606-ae17-f2fedd3b0097",
   "metadata": {},
   "source": [
    "### Setup Environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "796743f8-2f1e-42aa-ad6b-f71e721602f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import annotations\n",
    "\n",
    "# warning suppression\n",
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a321a3ae-ed23-4161-96d4-782407e389e7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Beginning package installation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Installing nrtk's extras...\n",
      "/home/local/KHQ/shitij.govil/.cache/pypoetry/virtualenvs/nrtk-QgDWFgV4-py3.10/bin/python\n",
      "3.10.12 (main, Aug 15 2025, 14:32:43) [GCC 11.4.0]\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "\n",
    "print(\"Beginning package installation...\")\n",
    "!{sys.executable} -m pip install -qU pip\n",
    "\n",
    "print(\"Installing nrtk's extras...\")\n",
    "!{sys.executable} -c \"import nrtk\" || !{sys.executable} -m pip install -q \\\n",
    "  \"nrtk[maite,albumentations]>=0.25.0\"\n",
    "\n",
    "print(sys.executable)\n",
    "print(sys.version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2561179f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Installing required packages...\n"
     ]
    }
   ],
   "source": [
    "print(\"Installing required packages...\")\n",
    "# Add temporary numpy<2.0 constraint to avoid dependency conflicts\n",
    "!{sys.executable} -m pip install -q \"matplotlib\" \"torchvision\" \"torchmetrics\" \"ultralytics\" \"numpy<2.0\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "cde8873d-35fe-49bb-ae16-2879fb618e5e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Doing a fresh install of opencv-python-headless...\n"
     ]
    }
   ],
   "source": [
    "# opencv-python depends on libGL, which is unnecessary for running the notebook\n",
    "# and can cause failures in some environments (e.g., GitLab CI). To avoid this,\n",
    "# we uninstall all opencv variants and install opencv-python-headless instead.\n",
    "\n",
    "# OpenCV must be uninstalled and reinstalled last due to other packages installing OpenCV\n",
    "# Add temporary numpy<2.0 constraint to avoid dependency conflicts\n",
    "print(\"Doing a fresh install of opencv-python-headless...\")\n",
    "!{sys.executable} -m pip uninstall -qy \"opencv-python\" \"opencv-python-headless\"\n",
    "!{sys.executable} -m pip install -q \"opencv-python-headless\" \"numpy<2.0\" --no-cache-dir"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "693f6404-64a0-447e-ac2a-b058a086fba1",
   "metadata": {},
   "source": [
    "### Setup: Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c18e6bd1-1c56-447a-b1e4-16df26269ed8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detected status of NRTK extras and their dependencies:\n",
      "\n",
      "[Pillow]\n",
      "  - Pillow                    ✓ 10.4.0\n",
      "\n",
      "[albumentations]\n",
      "  - albumentations            ✓ 2.0.5\n",
      "\n",
      "[diffusion]\n",
      "  - torch                     ✓ 2.8.0+cu128\n",
      "  - diffusers                 ✓ 0.34.0\n",
      "  - accelerate                ✓ 1.9.0\n",
      "  - Pillow                    ✓ 10.4.0\n",
      "  - transformers              ✓ 4.53.1\n",
      "  - protobuf                  ✗ missing\n",
      "\n",
      "[graphics]\n",
      "  - opencv-python             ✓ 4.11.0\n",
      "\n",
      "[headless]\n",
      "  - opencv-python-headless    ✓ 4.11.0\n",
      "\n",
      "[maite]\n",
      "  - maite                     ✓ 0.8.2\n",
      "  - fastapi                   ✓ 0.116.1\n",
      "  - pydantic                  ✓ 2.10.4\n",
      "  - pydantic_settings         ✓ 2.7.0\n",
      "  - uvicorn                   ✓ 0.34.0\n",
      "\n",
      "[notebook-testing]\n",
      "  - datasets                  ✓ 4.0.0\n",
      "  - matplotlib                ✓ 3.10.7\n",
      "  - numba                     ✓ 0.60.0\n",
      "  - tabulate                  ✓ 0.9.0\n",
      "  - torch                     ✓ 2.8.0+cu128\n",
      "  - torchmetrics              ✓ 1.8.2\n",
      "  - torchvision               ✓ 0.23.0+cu128\n",
      "  - transformers              ✓ 4.53.1\n",
      "  - ultralytics               ✓ 8.3.214\n",
      "  - jupytext                  ✓ 1.16.7\n",
      "  - albumentations            ✓ 2.0.5\n",
      "\n",
      "[pybsm]\n",
      "  - pybsm                     ✓ 0.12.0\n",
      "\n",
      "[scikit-image]\n",
      "  - scikit-image              ✓ 0.24.0\n",
      "\n",
      "[tools]\n",
      "  - kwcoco                    ✓ 0.8.7\n",
      "  - Pillow                    ✓ 10.4.0\n",
      "\n",
      "[waterdroplet]\n",
      "  - scipy                     ✓ 1.13.1\n",
      "  - shapely                   ✓ 2.0.7\n",
      "  - geopandas                 ✓ 0.14.0\n",
      "\n",
      "\n",
      "For details about installing NRTK extras, please visit:\n",
      "    https://nrtk.readthedocs.io/en/v0.25.0/installation.html#extras\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import urllib.request\n",
    "from collections.abc import Iterable, Sequence\n",
    "from typing import Any\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "# some initial imports\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = \"jpeg\"  # Use JPEG format for inline visualizations\n",
    "\n",
    "from matplotlib import pyplot as plt\n",
    "from PIL import Image\n",
    "\n",
    "from nrtk.impls.perturb_image.generic.random_crop_perturber import RandomCropPerturber\n",
    "from nrtk.impls.perturb_image.generic.random_rotation_perturber import RandomRotationPerturber\n",
    "from nrtk.impls.perturb_image.generic.random_translation_perturber import RandomTranslationPerturber\n",
    "from nrtk.utils._extras import print_extras_status\n",
    "\n",
    "print_extras_status()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "242e9bfa-fcea-4a1d-a8e0-9455b28777a2",
   "metadata": {},
   "source": [
    "## Setup: Source Image\n",
    "\n",
    "In the next cell, we'll download and display a source image from the __[VisDrone](https://github.com/VisDrone/VisDrone-Dataset)__ dataset. The image will be cached in a local `data` subdirectory.\n",
    "\n",
    "### A Note on Image Storage\n",
    "\n",
    "Typically in ML workflows, batches of images are processed as tensors of the color channels. Both our perturber (NRTK) and object detector (YOLO) accept numpy `ndarray` objects, and we will use [matplotlib.imshow](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.imshow.html) to view them. The complication is that although YOLO inferences on `ndarray`, [it expects the color channels to be in BGR](https://docs.ultralytics.com/modes/predict/) order. If we naively view the same data YOLO inferences on, the colors will be wrong; if we naively inference on what we view, the detections will be wrong. (Our NRTK perturbation is agnostic to the channel order.)\n",
    "\n",
    "In this notebook, we'll convert the channel order to BGR when we load, and convert back whenever we explicitly call `imshow`.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "57facb8b-4cb6-476b-a321-f48d70e773ba",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(540, 960, 3)\n"
     ]
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data_dir = \"./data\"\n",
    "os.makedirs(data_dir, exist_ok=True)\n",
    "img_path = os.path.join(data_dir, \"visdrone_img.jpg\")\n",
    "if not os.path.isfile(img_path):\n",
    "    url = \"https://data.kitware.com/api/v1/item/623880f14acac99f429fe3ca/download\"\n",
    "    _ = urllib.request.urlretrieve(url, img_path)  # noqa: S310\n",
    "\n",
    "img_pil = Image.open(img_path)\n",
    "img_nd_bgr = np.asarray(img_pil)[\n",
    "    :,\n",
    "    :,\n",
    "    ::-1,\n",
    "]  # tip o' the hat to https://stackoverflow.com/questions/4661557/pil-rotate-image-colors-bgr-rgb\n",
    "plt.figure()\n",
    "plt.axis(\"off\")\n",
    "print(img_nd_bgr.shape)\n",
    "_ = plt.imshow(img_nd_bgr[:, :, ::-1])  # explicitly changing BGR to RGB for imshow"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "efe2e2a3-a3a2-4101-9872-bae618effab0",
   "metadata": {},
   "source": [
    "## NRTK Affine transformation perturbations: Examples and Guidance\n",
    "\n",
    "###  Random Translation Perturbation\n",
    "\n",
    "The [Random Translation perturbation](<project:../../_implementations/nrtk.impls.perturb_image.generic.random_translation_perturber.rst#module-nrtk.impls.perturb_image.generic.random_translation_perturber>) is by a random sampling from 0 (no translation) to a `max_translation_limit` in both the x and y dimensions. For the purposes of this notebook we will keep the limit the same in both the x and y dimensions\n",
    "\n",
    "- `max_translation_limit == (0.0, 0.0)` (the minimum value): returns the original image. No pertubation in either direction\n",
    "- `0.0 < max_translation_limit <= (img_height, img_width)`: Allows translation of between 0 and max_translation_limit in either direction.\n",
    "- `max_translation_limit > (img_height, img_width)`: Throws an error as it is possible to completely remove the original image via translation\n",
    "- An arbitratry random `seed = 2` is set for the example below.\n",
    "  \n",
    "`max_translation_limit` is a metadata parameter included in the `perturb` call of the augmentation as opposed to an instance level parameter of the `RandomTranslationPerturber` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5a370d2a-2489-4c48-b29a-ea8ad3ef98fa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 1000x400 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, ax = plt.subplots(2, 4, figsize=(10, 4))\n",
    "for idx, limit in enumerate([0, 50, 100, 200, 250, 300, 400, 500]):\n",
    "    (row, col) = (int(idx / 4), idx % 4)\n",
    "    translation_perturber = RandomTranslationPerturber(seed=2, color_fill=(0, 0, 0))\n",
    "    ax[row, col].set_title(f\"max_translation_limit: {limit}\")\n",
    "    ax[row, col].imshow(\n",
    "        translation_perturber(img_nd_bgr, max_translation_limit=(limit, limit))[0][:, :, ::-1],\n",
    "    )\n",
    "    _ = ax[row, col].axis(\"off\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6ae938f",
   "metadata": {},
   "source": [
    "###  Random Rotation Perturbation\n",
    "\n",
    "The [Random Rotation perturbation](<project:../../_implementations/nrtk.impls.perturb_image.generic.random_rotation_perturber.rst#module-nrtk.impls.perturb_image.generic.random_rotation_perturber>) examples shown below are generated by setting a constant set of `limit` values:\n",
    "\n",
    "- `limit == (0, 0)` is the identity operation which generates the source image.\n",
    "- We generate rotation-perturbed images in increments of 45 degrees within the range `0 <= limit <= 315`.\n",
    "- The `probability` is set to `1.0` to ensure that rotation occurs with absolute certainty.\n",
    "- The `fill` is set to generate a black background.\n",
    "- An arbitratry random `seed = 3` is set for the example below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ebc5b326",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 1000x400 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, ax = plt.subplots(2, 4, figsize=(10, 4))\n",
    "for idx, limit in enumerate(\n",
    "    [(0, 0), (45, 45), (90, 90), (135, 135), (180, 180), (225, 225), (270, 270), (315, 315)],\n",
    "):\n",
    "    (row, col) = (int(idx / 4), idx % 4)\n",
    "    rotation_perturber = RandomRotationPerturber(\n",
    "        limit=limit,\n",
    "        probability=1.0,\n",
    "        fill=[0, 0, 0],\n",
    "        seed=3,\n",
    "    )\n",
    "    ax[row, col].set_title(f\"Rotation range: {limit}\")\n",
    "    ax[row, col].imshow(rotation_perturber(img_nd_bgr)[0][:, :, ::-1])\n",
    "    _ = ax[row, col].axis(\"off\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a2d0e16",
   "metadata": {},
   "source": [
    "###  Random Crop Perturbation\n",
    "\n",
    "The [Random Crop perturber](<project:../../_implementations/nrtk.impls.perturb_image.generic.random_crop_perturber.rst#module-nrtk.impls.perturb_image.generic.random_crop_perturber>) examples shown below are generated by setting a constant set of `crop_size` values:\n",
    "\n",
    "- `crop_size == (image_height, image_width)` is the identity operation which generates the source image.\n",
    "- We generate crop-perturbed images with a set of custom discrete `crop_size` values within the range `img_size / 6 <= crop_size <= img_size`.\n",
    "- An arbitratry random `seed = 5` is set for the example below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "5e46cffc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 1000x400 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img_h, img_w, _ = img_nd_bgr.shape\n",
    "_, ax = plt.subplots(2, 4, figsize=(10, 4))\n",
    "for idx, crop_size in enumerate(\n",
    "    [\n",
    "        (img_h, img_w),\n",
    "        (img_h // 1.2, img_w // 1.2),\n",
    "        (img_h // 1.6, img_w // 1.6),\n",
    "        (img_h // 2, img_w // 2),\n",
    "        (img_h // 3, img_w // 3),\n",
    "        (img_h // 4, img_w // 4),\n",
    "        (img_h // 5, img_w // 5),\n",
    "        (img_h // 6, img_w // 6),\n",
    "    ],\n",
    "):\n",
    "    crop_size = int(crop_size[0]), int(crop_size[1])\n",
    "    (row, col) = (int(idx / 4), idx % 4)\n",
    "    crop_perturber = RandomCropPerturber(\n",
    "        crop_size=crop_size,\n",
    "        seed=5,\n",
    "    )\n",
    "    ax[row, col].set_title(f\"Crop Size: {crop_size}\")\n",
    "    ax[row, col].imshow(crop_perturber(img_nd_bgr)[0][:, :, ::-1])\n",
    "    _ = ax[row, col].axis(\"off\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30eb653b-6be9-4d58-8d69-db4b64c3d81c",
   "metadata": {},
   "source": [
    "## Baseline Detections\n",
    "\n",
    "In the next cell, we'll download a [YOLOv11](https://docs.ultralytics.com/models/yolo11/) model, compute object detections on the source image, and display the results. As discussed above, these detections will serve as the \"ground truth\" for our mAP evaluation later.\n",
    "\n",
    "*Note that here, we're using YOLO's built-in visualization tool, which automatically adjusts for BGR / RGB order.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "55600de0-089f-4dd6-ac4d-7896b8df5494",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ultralytics 8.3.85 🚀 Python-3.10.18 torch-2.8.0+cu128 CUDA:0 (Quadro RTX 5000, 15928MiB)\n",
      "Setup complete ✅ (40 CPUs, 31.0 GB RAM, 396.9/914.7 GB disk)\n",
      "Downloading model...\n",
      "Computing baseline...\n",
      "\n",
      "0: 384x640 5 persons, 15 cars, 1 motorcycle, 2 trucks, 60.1ms\n",
      "Speed: 7.1ms preprocess, 60.1ms inference, 96.0ms postprocess per image at shape (1, 3, 384, 640)\n"
     ]
    }
   ],
   "source": [
    "# Import YOLO support\n",
    "import ultralytics\n",
    "\n",
    "ultralytics.checks()\n",
    "print(\"Downloading model...\")\n",
    "model = ultralytics.YOLO(\"yolo11n.pt\")\n",
    "print(\"Computing baseline...\")\n",
    "baseline = model(img_nd_bgr)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39050929-bf48-44b1-9247-5cac7f44cd8c",
   "metadata": {},
   "source": [
    "## MAITE Evaluation Workflow Preparation\n",
    "\n",
    "We'll use the [MAITE Evaluation workflow](https://jatic.pages.jatic.net/cdao/maite/generated/maite.tasks.evaluate.html) to evaluate the performance of the perturbed data against our baseline detections. We'll need to \"wrap\" our model, data, and perturbations into callable objects to pass to the `maite.tasks.evaluate` function:\n",
    "\n",
    "- We'll wrap the **model** to make predictions on input data when called.\n",
    "\n",
    "- The wrapped **dataset** will return our test image when called. Note that this will be the original, unperturbed image; we'll apply our perturbations via...\n",
    "\n",
    "- ...the **augmentation** object, which applies the perturbation to the image inside the evaluation.\n",
    "\n",
    "- Finally, the **metric** object will define our precise scoring methodology.\n",
    "\n",
    "The evaluation workflow in this notebook is slightly unusual. Typical ML workflows apply many different augmentations / perturbations to much larger datasets, and only call `evaluate` once to get a statistical view of performance. But since the goal of this notebook is to drill down into how perturbation affects performance, we've essentially flipped the process, calling `evaluate` (and thus our wrapped objects) many times, once per loop on our single image perturbed to a known degree, and then observing how the metrics respond."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "da908c7f-b499-4361-8e2b-cf7647b45de6",
   "metadata": {},
   "source": [
    "### Some Helper Classes\n",
    "\n",
    "The following cell adds two classes to allow us to use YOLO detections with the MAITE evaluation workflow:\n",
    "\n",
    "1. The `YOLODetectionTarget` helper class that stores the bounding boxes, label indices, and confidence scores for a single image's detections.\n",
    "\n",
    "2. The `MaiteYOLODetection` adapter class that conforms to the MAITE [Object Detection Dataset](https://jatic.pages.jatic.net/cdao/maite/generated/maite.protocols.object_detection.Dataset.html) protocol by providing the `__len__` and `__getitem__` methods. The returned item is a tuple of (image, `YOLODetectionTarget`, metadata-dictionary)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "346f4207",
   "metadata": {},
   "outputs": [],
   "source": [
    "from dataclasses import dataclass\n",
    "\n",
    "import torch\n",
    "from maite.protocols.object_detection import DatumMetadataType, ObjectDetectionTarget\n",
    "from typing_extensions import NotRequired\n",
    "\n",
    "from nrtk.interop.maite.interop.object_detection.dataset import JATICObjectDetectionDataset\n",
    "\n",
    "##\n",
    "## Helper class for containing the boxes, label indices, and confidence scores.\n",
    "##\n",
    "\n",
    "\n",
    "@dataclass\n",
    "class DetectionDatumMetadata(DatumMetadataType):\n",
    "    \"\"\"Dataclass for detection datum-level metadata.\"\"\"\n",
    "\n",
    "    id: int | str\n",
    "    max_translation_limit: NotRequired[tuple[int, int]]\n",
    "    limit: NotRequired[tuple[float, float]]\n",
    "    crop_size: NotRequired[tuple[int, int]]\n",
    "\n",
    "\n",
    "@dataclass\n",
    "class YOLODetectionTarget:\n",
    "    \"\"\"A helper class to represent object detection results in the format expected by YOLO-based models.\n",
    "\n",
    "    Attributes:\n",
    "        boxes (torch.Tensor): A tensor containing the bounding boxes for detected objects in\n",
    "            [x_min, y_min, x_max, y_max] format.\n",
    "        labels (torch.Tensor): A tensor containing the class labels for the detected objects.\n",
    "            These may be floats for compatibility with specific datasets or tools.\n",
    "        scores (torch.Tensor): A tensor containing the confidence scores for the detected objects.\n",
    "    \"\"\"\n",
    "\n",
    "    boxes: torch.Tensor\n",
    "    labels: torch.Tensor\n",
    "    scores: torch.Tensor\n",
    "\n",
    "\n",
    "##\n",
    "## Prepare results for ingestion into maite dataset by puttin them into detection object\n",
    "## Images must be channel first (c, h, w) in maite dataset objects\n",
    "##\n",
    "imgs = [np.transpose(img_nd_bgr, (2, 0, 1))]\n",
    "dets: list[ObjectDetectionTarget] = []\n",
    "metadata: list[DetectionDatumMetadata] = [\n",
    "    {\n",
    "        \"id\": 0,\n",
    "        \"max_translation_limit\": (0, 0),\n",
    "        \"limit\": (0, 0),\n",
    "        \"crop_size\": (img_nd_bgr.shape[0], img_nd_bgr.shape[1]),\n",
    "    },\n",
    "]\n",
    "for _detection in baseline:\n",
    "    boxes = baseline[0].boxes.xyxy.cpu()\n",
    "    labels = baseline[0].boxes.cls.cpu()  # note, these are floats, not ints\n",
    "    scores = baseline[0].boxes.conf.cpu()\n",
    "\n",
    "    dets.append(YOLODetectionTarget(boxes, labels, scores))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45cd8fb3-2ea6-492c-ab84-f3432b9d3440",
   "metadata": {},
   "source": [
    "### (1) Wrapping the Detection Model\n",
    "\n",
    "The first object we'll wrap will be the detection model. The cell below defines a class adapting YOLO for the [MAITE Object Detection Model](https://jatic.pages.jatic.net/cdao/maite/generated/maite.protocols.object_detection.Model.html) protocol. The `__call__` method runs the model on images in the batch and is called by the MAITE evaluation workflow later in the notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e1131aa7-3716-479f-838b-0464b74106e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import maite.protocols.object_detection as od\n",
    "import ultralytics.models\n",
    "from maite.protocols import ArrayLike, ModelMetadata\n",
    "\n",
    "\n",
    "class MaiteYOLODetector:\n",
    "    \"\"\"A wrapper class for a YOLO model to simplify its usage with input batches and object detection targets.\n",
    "\n",
    "    This class takes a YOLO model instance, processes input image batches, and converts predictions into\n",
    "    `YOLODetectionTarget` instances.\n",
    "\n",
    "    Attributes:\n",
    "        _model (ultralytics.models.yolo.model.YOLO): The YOLO model instance used for predictions.\n",
    "\n",
    "    Methods:\n",
    "        __call__(batch):\n",
    "            Processes a batch of images through the YOLO model and returns the predictions as\n",
    "            `YOLODetectionTarget` instances.\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(self, model: ultralytics.models.yolo.model.YOLO) -> None:\n",
    "        \"\"\"Initializes the MaiteYOLODetector with a YOLO model instance.\n",
    "\n",
    "        Args:\n",
    "            model (ultralytics.models.yolo.model.YOLO): The YOLO model to use for predictions.\n",
    "        \"\"\"\n",
    "        self._model = model\n",
    "        # Dummy model metadata type to pass type checking\n",
    "        self.metadata = ModelMetadata(id=\"0\")\n",
    "\n",
    "    def __call__(self, batch: Sequence[ArrayLike]) -> Sequence[YOLODetectionTarget]:\n",
    "        \"\"\"Processes a batch of images using the YOLO model and converts the predictions to `YOLODetectionTarget`s.\n",
    "\n",
    "        Args:\n",
    "            batch (Sequence[ArrayLike]): A batch of images in (c, h, w) format (channel-first).\n",
    "\n",
    "        Returns:\n",
    "            Sequence[YOLODetectionTarget]: A list of YOLODetectionTarget instances containing the predictions for each\n",
    "            image in the batch.\n",
    "        \"\"\"\n",
    "        # Convert images to channel-last format (h, w, c) for YOLO model\n",
    "        batch_transposed = [np.transpose(batch[i], (1, 2, 0)) for i in range(len(batch))]\n",
    "\n",
    "        yolo_predictions = self._model(batch_transposed, verbose=False)\n",
    "        return [\n",
    "            YOLODetectionTarget(\n",
    "                p.boxes.xyxy.cpu(),  # Bounding boxes in (x_min, y_min, x_max, y_max) format\n",
    "                p.boxes.cls.cpu(),  # Class indices for the detected objects\n",
    "                p.boxes.conf.cpu(),  # Confidence scores for the detections\n",
    "            )\n",
    "            for p in yolo_predictions\n",
    "        ]\n",
    "\n",
    "\n",
    "# create the wrapped model object\n",
    "yolo_model: od.Model = MaiteYOLODetector(model)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cef0788-137f-41c1-a9e4-80e7d08b47d1",
   "metadata": {},
   "source": [
    "### (2) Wrapping the Dataset\n",
    "\n",
    "MAITE pairs images and their reference detections (aka targets, ground truth) into **datasets**. Typical ML workflows have many images per dataset; when these do not all fit in memory simultaneously, a *dataloader* object is used which can page images and annotations in from disk. For this notebook, however, each invocation of `evaluate` will use the same single-image dataset (our reference image with its baseline detections.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "1dcbb5d0-b899-4355-9922-9d52fb866b4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# our single image, its baseline detections, and an empty metadata dictionary\n",
    "# switch image to channel first\n",
    "single_image_dataset: od.Dataset = JATICObjectDetectionDataset(imgs, dets, metadata, dataset_id=\"visdrone_ex\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7963f7fa-052c-476d-944e-5bbdae3181b5",
   "metadata": {},
   "source": [
    "### (3) Wrapping the Perturbations as Augmentations\n",
    "\n",
    "The `evaluate` function will perturb the image from the dataset using instances of the class defined below, one instance per perturbation value. Note that the object doesn't perform any augmentations until called by the `evaluate` workflow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "aa7a398f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from nrtk.interop.maite.interop.object_detection.augmentation import JATICDetectionAugmentation\n",
    "\n",
    "identity_translation_perturber = RandomTranslationPerturber(seed=2)\n",
    "identity_translation_augmentation = JATICDetectionAugmentation(identity_translation_perturber, augment_id=\"identity\")\n",
    "\n",
    "identity_rotation_perturber = RandomRotationPerturber(seed=3)\n",
    "identity_rotation_augmentation = JATICDetectionAugmentation(identity_rotation_perturber, augment_id=\"identity\")\n",
    "\n",
    "identity_crop_perturber = RandomCropPerturber(seed=5)\n",
    "identity_crop_augmentation = JATICDetectionAugmentation(identity_crop_perturber, augment_id=\"identity\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81020be7-76ba-43e3-b231-7d2bd7c30387",
   "metadata": {},
   "source": [
    "### (4) Wrapping the Metrics\n",
    "\n",
    "We'll compare the detections in each perturbed image to the unperturbed detections using the Mean Average Precision (mAP) metric from the `torchmetrics` package. The following cell creates a mAP metrics object, wraps it in a MAITE [MAITE Object Detection Metric](https://jatic.pages.jatic.net/cdao/maite/generated/maite.protocols.object_detection.Metric.html) protocol-compatible class, and then creates an instance of this class, which will be called by `evaluate`.\n",
    "\n",
    "This code is copied directly from the [MAITE object detection tutorial](https://jatic.pages.jatic.net/cdao/maite/tutorials/torchvision_object_detection.html#metrics) (with the exception of setting `class_metrics=True`.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e33407c5-f1d7-4c7a-9a31-2d500f97edcc",
   "metadata": {},
   "outputs": [],
   "source": [
    "from maite.protocols import MetricMetadata\n",
    "from torchmetrics import Metric as TorchMetric\n",
    "from torchmetrics.detection.mean_ap import MeanAveragePrecision\n",
    "\n",
    "##\n",
    "## Create an instance of the MAP metric object\n",
    "##\n",
    "\n",
    "tm_metric = MeanAveragePrecision(\n",
    "    box_format=\"xyxy\",\n",
    "    iou_type=\"bbox\",\n",
    "    iou_thresholds=[0.5],\n",
    "    rec_thresholds=[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0],\n",
    "    max_detection_thresholds=[1, 10, 100],\n",
    "    class_metrics=True,\n",
    "    extended_summary=False,\n",
    "    average=\"macro\",\n",
    ")\n",
    "\n",
    "##\n",
    "## This wrapper associates the MAP metric object with methods called by the evaluate\n",
    "## workflow to accumulate detection data and compute the metrics.\n",
    "##\n",
    "\n",
    "\n",
    "class WrappedTorchmetricsMetric:\n",
    "    \"\"\"A wrapper class for a Torchmetrics metric designed to simplify its usage for object detection tasks.\n",
    "\n",
    "    This class facilitates the conversion of object detection targets and predictions into the format\n",
    "    expected by Torchmetrics metrics, allowing for easier integration with existing pipelines.\n",
    "\n",
    "    Attributes:\n",
    "        _tm_metric (Callable): The Torchmetrics metric to be wrapped, which takes lists of dictionaries\n",
    "            containing torch.Tensor objects representing predictions and targets.\n",
    "\n",
    "    Methods:\n",
    "        to_tensor_dict(target):\n",
    "            Converts an `ObjectDetectionTarget` into a dictionary format compatible with the Torchmetrics\n",
    "            metric's `update` method.\n",
    "\n",
    "        update(preds, targets):\n",
    "            Updates the wrapped Torchmetrics metric with batches of predictions and targets in their native format.\n",
    "\n",
    "        compute():\n",
    "            Computes the final metric values using the wrapped Torchmetrics metric.\n",
    "\n",
    "        reset():\n",
    "            Resets the state of the wrapped Torchmetrics metric.\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(\n",
    "        self,\n",
    "        tm_metric: TorchMetric,\n",
    "    ) -> None:\n",
    "        \"\"\"Initializes the WrappedTorchmetricsMetric with the given Torchmetrics metric.\n",
    "\n",
    "        Args:\n",
    "            tm_metric (Callable): A Torchmetrics metric instance that expects predictions and targets as lists of\n",
    "                dictionaries containing torch.Tensor objects.\n",
    "        \"\"\"\n",
    "        self._tm_metric = tm_metric\n",
    "        # Dummy metric metadata type to pass type checking\n",
    "        self.metadata = MetricMetadata(id=\"0\")\n",
    "\n",
    "    @staticmethod\n",
    "    def to_tensor_dict(target: od.ObjectDetectionTarget) -> dict[str, torch.Tensor]:\n",
    "        \"\"\"Converts an ObjectDetectionTarget into a dictionary format compatible with the Torch's `update` method.\n",
    "\n",
    "        Args:\n",
    "            target (od.ObjectDetectionTarget): An object detection target instance containing boxes, labels, and scores.\n",
    "\n",
    "        Returns:\n",
    "            dict[str, torch.Tensor]: A dictionary with keys `boxes`, `scores`, and `labels`, each mapping to a tensor.\n",
    "        \"\"\"\n",
    "        return {\n",
    "            \"boxes\": torch.as_tensor(target.boxes),\n",
    "            \"scores\": torch.as_tensor(target.scores),\n",
    "            \"labels\": torch.as_tensor(target.labels).type(torch.int64),\n",
    "        }\n",
    "\n",
    "    def update(self, preds: Sequence[od.TargetType], targets: Sequence[od.TargetType]) -> None:\n",
    "        \"\"\"Updates the wrapped Torchmetrics metric with the given predictions and targets.\n",
    "\n",
    "        Args:\n",
    "            preds (Sequence[od.TargetType]): A batch of predictions in the format expected by the Torchmetrics metric.\n",
    "            targets (Sequence[od.TargetType]): A batch of targets in the format expected by the Torchmetrics metric.\n",
    "        \"\"\"\n",
    "        preds_tm = [self.to_tensor_dict(pred) for pred in preds]\n",
    "        targets_tm = [self.to_tensor_dict(tgt) for tgt in targets]\n",
    "        self._tm_metric.update(preds_tm, targets_tm)\n",
    "\n",
    "    def compute(self) -> dict[str, Any]:\n",
    "        \"\"\"Computes and returns the final metric values using the wrapped Torchmetrics metric.\n",
    "\n",
    "        Returns:\n",
    "            dict[str, Any]: A dictionary containing the computed metric values.\n",
    "        \"\"\"\n",
    "        return self._tm_metric.compute()\n",
    "\n",
    "    def reset(self) -> None:\n",
    "        \"\"\"Resets the state of the wrapped Torchmetrics metric, clearing any accumulated data.\"\"\"\n",
    "        self._tm_metric.reset()\n",
    "\n",
    "\n",
    "##\n",
    "## This is our instance variable that can compute the MAP metrics.\n",
    "##\n",
    "\n",
    "mAP_metric: od.Metric = WrappedTorchmetricsMetric(tm_metric)  # noqa: N816"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0102dfde-cb9b-46a7-8e4a-d12ccd948864",
   "metadata": {},
   "source": [
    "## Running the Evaluation\n",
    "\n",
    "We now have all the wrappings required to evaluate our range of perturbations:\n",
    "- The `yolo_model` object, wrapping the YOLO model\n",
    "- The `single_image_dataset` object, providing our source image and its baseline detections\n",
    "- The `augmentation` object, which when instantiated, applies a single perturbation value to its input\n",
    "- The `mAP_metrics` object, defining the metrics to compute at each perturbation value"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38a7fef1-a3cc-4e63-8a2b-6133274e4b1c",
   "metadata": {},
   "source": [
    "### Evaluation Sanity Check: Ground Truth Against Itself\n",
    "\n",
    "Here we quickly check the evaluation workflow by creating an *identity augmentation* and scoring it.  The detections should also be unchanged from the baseline and thus give an mAP of 1.0."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "a0af9f36-c69b-400f-82ec-f1fd7e9d98ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 39.98it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 36.58it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 62.98it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sanity check identity translation: overall mAP (should be 1.0): 1.0\n",
      "Sanity check identity rotation: overall mAP (should be 1.0): 1.0\n",
      "Sanity check identity crop: overall mAP (should be 1.0): 1.0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "from maite.tasks import evaluate\n",
    "\n",
    "# call the model for each image in the dataset (in this case, just the source image),\n",
    "# scoring the resulting detections against those from the dataset\n",
    "\n",
    "# Random Translation Perturbation\n",
    "sanity_check_results_translation, _, _ = evaluate(\n",
    "    model=yolo_model,\n",
    "    dataset=single_image_dataset,\n",
    "    augmentation=identity_translation_augmentation,\n",
    "    metric=mAP_metric,\n",
    ")\n",
    "\n",
    "# Random Rotation Perturbation\n",
    "sanity_check_results_rotation, _, _ = evaluate(\n",
    "    model=yolo_model,\n",
    "    dataset=single_image_dataset,\n",
    "    augmentation=identity_rotation_augmentation,\n",
    "    metric=mAP_metric,\n",
    ")\n",
    "\n",
    "# Random Crop Perturbation\n",
    "sanity_check_results_crop, _, _ = evaluate(\n",
    "    model=yolo_model,\n",
    "    dataset=single_image_dataset,\n",
    "    augmentation=identity_crop_augmentation,\n",
    "    metric=mAP_metric,\n",
    ")\n",
    "\n",
    "print(\"Sanity check identity translation: overall mAP (should be 1.0):\", sanity_check_results_translation[\"map\"].item())\n",
    "print(\"Sanity check identity rotation: overall mAP (should be 1.0):\", sanity_check_results_rotation[\"map\"].item())\n",
    "print(\"Sanity check identity crop: overall mAP (should be 1.0):\", sanity_check_results_crop[\"map\"].item())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a1a72bb-dbf1-431e-892e-132771cd7b92",
   "metadata": {},
   "source": [
    "### Preparing the Data\n",
    "\n",
    "Now we'll prepare the augmentation instances for the evaluation. In the cell below, you can set three parameters for sweeping the set of perturbation values:\n",
    "- **SWEEP_LOW**: the minimum perturbation value (must be >= 0)\n",
    "- **SWEEP_HIGH**: the maximum perturbation value\n",
    "- **SWEEP_COUNT**: how many perturbations to generation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "48b5e334-d8eb-415c-b263-4c4bd3618b43",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated 30 translation perturbation datasets\n",
      "Generated 30 rotation perturbation datasets\n",
      "Generated 30 crop perturbation datasets\n"
     ]
    }
   ],
   "source": [
    "# Create Translation perturbation datasets\n",
    "SWEEP_LOW = 0.0\n",
    "SWEEP_HIGH = 100\n",
    "SWEEP_COUNT = 30\n",
    "\n",
    "translation_perturbation_values = np.linspace(SWEEP_LOW, SWEEP_HIGH, SWEEP_COUNT, endpoint=True)\n",
    "translation_augmentation_datasets = []\n",
    "for idx, p in enumerate(translation_perturbation_values):\n",
    "    dset_metadata: list[DetectionDatumMetadata] = [{\"id\": idx, \"max_translation_limit\": (round(p), round(p))}]\n",
    "    translation_augmentation_datasets.append(\n",
    "        JATICObjectDetectionDataset(imgs, dets, dset_metadata, dataset_id=f\"augment_{idx}\"),\n",
    "    )\n",
    "\n",
    "print(f\"Generated {len(translation_augmentation_datasets)} translation perturbation datasets\")\n",
    "\n",
    "# Create Rotation perturbation datasets\n",
    "SWEEP_LOW = 0.0\n",
    "SWEEP_HIGH = 360\n",
    "SWEEP_COUNT = 30\n",
    "VISUALIZATION_INDICES = [3, 9, 21]\n",
    "\n",
    "rotation_perturbation_values = np.linspace(SWEEP_LOW, SWEEP_HIGH, SWEEP_COUNT, endpoint=True)\n",
    "rotation_augmentation_datasets = []\n",
    "for idx, p in enumerate(rotation_perturbation_values):\n",
    "    dset_metadata: list[DetectionDatumMetadata] = [{\"id\": idx, \"limit\": (round(p), round(p))}]\n",
    "    rotation_augmentation_datasets.append(\n",
    "        JATICObjectDetectionDataset(imgs, dets, dset_metadata, dataset_id=f\"augment_{idx}\"),\n",
    "    )\n",
    "\n",
    "print(f\"Generated {len(rotation_augmentation_datasets)} rotation perturbation datasets\")\n",
    "\n",
    "# Create Crop perturbation datasets\n",
    "SWEEP_LOW = (img_nd_bgr.shape[0] // 4, img_nd_bgr.shape[1] // 4)\n",
    "SWEEP_HIGH = (img_nd_bgr.shape[0], img_nd_bgr.shape[1])\n",
    "SWEEP_COUNT = 30\n",
    "\n",
    "crop_perturbation_values = np.linspace(SWEEP_HIGH, SWEEP_LOW, SWEEP_COUNT, endpoint=True)\n",
    "crop_augmentation_datasets = []\n",
    "for idx, p in enumerate(crop_perturbation_values):\n",
    "    dset_metadata: list[DetectionDatumMetadata] = [{\"id\": idx, \"crop_size\": (round(p[0]), round(p[1]))}]\n",
    "    crop_augmentation_datasets.append(\n",
    "        JATICObjectDetectionDataset(imgs, dets, dset_metadata, dataset_id=f\"augment_{idx}\"),\n",
    "    )\n",
    "print(f\"Generated {len(crop_augmentation_datasets)} crop perturbation datasets\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "549d0d4d-eabd-4f54-a487-7cfbc99916c9",
   "metadata": {},
   "source": [
    "### Calling Evaluate on the Augmented Data\n",
    "\n",
    "We loop over all the augmentations, calling `evaluate` on each one and building up a list of resulting metrics for analysis.\n",
    "\n",
    "You can also optionally select perturbations to visualize:\n",
    "- **VISUALIZATION_INDICES**: a list of perturbation indices *p*, 0 <= *p* < sweep_count. The visualizations for these instances will be rendered along with their corresponding detections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "70a341dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from ultralytics.engine.model import Model\n",
    "\n",
    "VISUALIZATION_INDICES = [3, 9, 21]\n",
    "\n",
    "\n",
    "def _visualize_perturbation(\n",
    "    idx: int,\n",
    "    dataset: JATICObjectDetectionDataset,\n",
    "    model: Model,\n",
    "    augmentation: JATICDetectionAugmentation,\n",
    "    metric: od.Metric,\n",
    "    perturbation_name: str,\n",
    "    perturbation_value: float | tuple[float, float],\n",
    ") -> dict[str, Any]:\n",
    "    \"\"\"Visualizes the results of perturbations on a dataset.\"\"\"\n",
    "    result, _, _ = evaluate(model=yolo_model, dataset=dataset, augmentation=augmentation, metric=metric)\n",
    "\n",
    "    if idx in VISUALIZATION_INDICES:\n",
    "        # quickest way is to re-evaluate\n",
    "        print(f\"Perturbation #{idx}: {perturbation_name} perturbation value {perturbation_value}\")\n",
    "        datum = dataset[0]\n",
    "        batch = ([datum[0]], [datum[1]], [datum[2]])\n",
    "        # Extract the image from the augmentation and switch it to channel last\n",
    "        aug = np.transpose(augmentation(batch)[0][0], (1, 2, 0))\n",
    "        # Plot image\n",
    "        ax_idx = VISUALIZATION_INDICES.index(idx)\n",
    "        ax[ax_idx].imshow(model(aug)[0].plot())\n",
    "        ax[ax_idx].set_title(f\"{perturbation_name}: {perturbation_value}\")\n",
    "        _ = ax[ax_idx].axis(\"off\")\n",
    "    plt.tight_layout()\n",
    "\n",
    "    return result"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "515e2061",
   "metadata": {},
   "source": [
    "#### For Translation perturbed datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a4951dfc-c2cc-434a-8fd2-1786ba3acf96",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 43.26it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.02it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.16it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.77it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #3: Random translation perturbation value (10, 10)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 46.74it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.98it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.73it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.92it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.91it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.27it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #9: Random translation perturbation value (31, 31)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 34.53it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 44.67it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.55it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.35it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 39.74it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.10it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 44.88it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.29it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.90it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.11it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 31.37it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 48.16it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #21: Random translation perturbation value (72, 72)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 46.39it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.11it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.49it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.15it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 40.99it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 30.11it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 48.60it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.52it/s]\n"
     ]
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 3000x1200 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "translation_perturbed_metrics = list()\n",
    "_, ax = plt.subplots(len(VISUALIZATION_INDICES), figsize=(30, 12))\n",
    "for idx, dataset in enumerate(translation_augmentation_datasets):\n",
    "    # reset the metric object for each dataset\n",
    "    mAP_metric.reset()\n",
    "    perturber = RandomTranslationPerturber(seed=2)\n",
    "    augmentation = JATICDetectionAugmentation(perturber, augment_id=str(idx))\n",
    "    result = _visualize_perturbation(\n",
    "        idx=idx,\n",
    "        dataset=dataset,\n",
    "        model=model,\n",
    "        augmentation=augmentation,\n",
    "        metric=mAP_metric,\n",
    "        perturbation_name=\"Random translation\",\n",
    "        perturbation_value=dataset[0][-1][\"max_translation_limit\"],\n",
    "    )\n",
    "    translation_perturbed_metrics.append(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23aaafd1",
   "metadata": {},
   "source": [
    "#### For Rotation perturbed datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9421fb83",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 54.05it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.21it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 41.48it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 44.33it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #3: Random rotation perturbation value (37, 37)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 43.35it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.94it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 12.70it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 43.54it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.25it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.38it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #9: Random rotation perturbation value (112, 112)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 46.19it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.71it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.23it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.62it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.79it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 50.39it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 49.51it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 48.17it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.17it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.34it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 48.67it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.00it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #21: Random rotation perturbation value (261, 261)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 32.08it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 46.35it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 33.39it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.44it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.98it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 48.59it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 47.85it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 61.19it/s]\n"
     ]
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 3000x1200 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rotation_perturbed_metrics = list()\n",
    "_, ax = plt.subplots(len(VISUALIZATION_INDICES), figsize=(30, 12))\n",
    "for idx, dataset in enumerate(rotation_augmentation_datasets):\n",
    "    # reset the metric object for each dataset\n",
    "    mAP_metric.reset()\n",
    "    perturber = RandomRotationPerturber(seed=3, limit=dataset[0][-1][\"limit\"])\n",
    "    augmentation = JATICDetectionAugmentation(perturber, augment_id=str(idx))\n",
    "    result = _visualize_perturbation(\n",
    "        idx=idx,\n",
    "        dataset=dataset,\n",
    "        model=model,\n",
    "        augmentation=augmentation,\n",
    "        metric=mAP_metric,\n",
    "        perturbation_name=\"Random rotation\",\n",
    "        perturbation_value=dataset[0][-1][\"limit\"],\n",
    "    )\n",
    "    rotation_perturbed_metrics.append(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57d44739",
   "metadata": {},
   "source": [
    "#### For Crop perturbed datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "e32025c3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 42.11it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 59.45it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 63.96it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 62.27it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #3: Random crop perturbation value (498, 886)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 62.69it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.53it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 64.46it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 66.51it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 66.34it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 66.34it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #9: Random crop perturbation value (414, 737)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 42.84it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 64.66it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 64.76it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 38.04it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 63.94it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 64.24it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 62.52it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 42.35it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 65.80it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 68.79it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 64.82it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 63.64it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Perturbation #21: Random crop perturbation value (247, 439)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1/1 [00:00<00:00, 68.00it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 66.99it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 57.08it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 68.59it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 45.51it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 67.91it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 65.40it/s]\n",
      "100%|██████████| 1/1 [00:00<00:00, 70.16it/s]\n"
     ]
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 3000x1200 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "crop_perturbed_metrics = list()\n",
    "_, ax = plt.subplots(len(VISUALIZATION_INDICES), figsize=(30, 12))\n",
    "for idx, dataset in enumerate(crop_augmentation_datasets):\n",
    "    # reset the metric object for each dataset\n",
    "    mAP_metric.reset()\n",
    "    perturber = RandomCropPerturber(seed=5, crop_size=dataset[0][-1][\"crop_size\"])\n",
    "    augmentation = JATICDetectionAugmentation(perturber, augment_id=str(idx))\n",
    "    result = _visualize_perturbation(\n",
    "        idx=idx,\n",
    "        dataset=dataset,\n",
    "        model=model,\n",
    "        augmentation=augmentation,\n",
    "        metric=mAP_metric,\n",
    "        perturbation_name=\"Random crop\",\n",
    "        perturbation_value=dataset[0][-1][\"crop_size\"],\n",
    "    )\n",
    "    crop_perturbed_metrics.append(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0303b6a-f587-43c8-ae9f-0057a7884241",
   "metadata": {},
   "source": [
    "## Evaluation Analysis\n",
    "\n",
    "Now we can plot how the metrics (for example, mAP @ IoU=50) vary with perturbation level, keeping in mind this is the mAP scores compared against the detections in the unperturbed image.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "09b6804b-c98c-46fb-af98-ab5598892ba7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "map50_list = [m[\"map_50\"].item() for m in translation_perturbed_metrics]\n",
    "plt.title(\"mAP@50 on translation perturbed dataset\")\n",
    "plt.xlabel(\"Translation perturbation factor\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "_ = plt.plot(translation_perturbation_values, map50_list)\n",
    "plt.show()\n",
    "\n",
    "map50_list = [m[\"map_50\"].item() for m in rotation_perturbed_metrics]\n",
    "plt.title(\"mAP@50 on rotation perturbed dataset\")\n",
    "plt.xlabel(\"Rotation perturbation angle in degrees\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "_ = plt.plot(rotation_perturbation_values, map50_list)\n",
    "plt.show()\n",
    "\n",
    "map50_list = [m[\"map_50\"].item() for m in crop_perturbed_metrics]\n",
    "plt.title(\"mAP@50 on crop perturbed dataset\")\n",
    "plt.xlabel(\"Crop size window\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "plt.xticks(fontsize=8, rotation=90)\n",
    "_ = plt.plot([f\"({round(p[0])}, {round(p[1])})\" for p in crop_perturbation_values], map50_list)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a8720fd-32dc-493d-ab5c-81c313615504",
   "metadata": {},
   "source": [
    "### Evaluation Interpretation\n",
    "\n",
    "**General things to know about mAP calculation**:\n",
    "- The mAP metric calculation does not take into account the images that do not have any detection or any ground truth. In such cases, it returns the default initialization value, -1. It means it couldn't compute the metric. (Source: [link](https://github.com/Lightning-AI/torchmetrics/issues/1184#issuecomment-1589210748)). Hence, in this notebook example, we clip values to a range of `[0, 1]`.\n",
    "- When having images with no ground truth, the order of those images in the batch can change the mAP calculation. To be more precise, if empty images are at the end of the batch, they will be ignored in the computation. But the empty images that are placed before the last non-empty image are taken into account. (Source: [link](https://github.com/Lightning-AI/torchmetrics/issues/1774#issuecomment-1590681234)).\n",
    "\n",
    "\n",
    "The metric shown, mAP@50, is the average precision of detections across all classes when the bounding box IoU is at least 0.5 (for more details, [see here](https://lightning.ai/docs/torchmetrics/stable/detection/mean_average_precision.html).) After translation is introduced, there is immediately a precipitous drop in performance. \n",
    "\n",
    "**Translation perturbation effect**:\n",
    "After a `max_translation_limit` of around 20, the mAP drops to 0. This is potentially due to the large amount of black space resulting from the newly translated image. (Note the mAP is guaranteed to be 1.0 when the perturbation is 0.0, i.e. when the image is unchanged, the two detection sets are identical.)\n",
    "\n",
    "**Rotation perturbation effect**:\n",
    "As soon as we introduce a mere 30 degree rotation `limit`, the mAP drops to `<0.2`. This is potentially due to the fact that model is not robust to rotation-augmented images. As soon as we reach the 360 degree rotation angle (same as 0 degree rotation), the mAP jumps back to a score of `1.0`.\n",
    "\n",
    "**Crop perturbation effect**:\n",
    "The introduction of the crop perturbation has proven to drastically drop the mAP scores and reaches `0.0` for a `crop_size` window of `498 x 886` (Note: The original image size is `540 x 960`). The reason for this drop in scores can be attributed to the choice of the crop region made by the perturber. If a crop region with low confidence detections are chosen, that would be a major reason in the drop seen in the `mAP@50` scores."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f0f9b97-ce54-4d21-be91-160f4a5d3054",
   "metadata": {},
   "source": [
    "### Additional Plots\n",
    "\n",
    "For further insight, we can plot the mAP per class:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "65d28ff5-838e-467a-a703-81432a408b35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#\n",
    "# Each instance of the metrics object has, potentially, a different set of observed classes.\n",
    "# Loop through them to accumulate a unified set of classes to ensure consistent plotting across\n",
    "# all thresholds.\n",
    "#\n",
    "\n",
    "\n",
    "def _get_classwise_mAP(  # noqa: C901, N802\n",
    "    perturbed_metrics: Iterable[dict[str, Any]],\n",
    ") -> dict[str, Any]:\n",
    "    unified_classes = set()\n",
    "    for m in perturbed_metrics:\n",
    "        for class_idx in m[\"classes\"].tolist():\n",
    "            unified_classes.add(class_idx)\n",
    "\n",
    "    #\n",
    "    # dictionary of class_idx -> list of per-class mAP, or 0 if not present at that threshold\n",
    "    #\n",
    "\n",
    "    class_mAP = {class_idx: list() for class_idx in unified_classes}  # noqa: N806\n",
    "\n",
    "    #\n",
    "    # populate the lists across the perturbation values\n",
    "    #\n",
    "\n",
    "    for m in perturbed_metrics:\n",
    "        this_perturbation_classes = m[\"classes\"].tolist()\n",
    "        for class_idx in unified_classes:\n",
    "            if class_idx in this_perturbation_classes:\n",
    "                # the index of the class in this individual metric instance\n",
    "                this_class_idx = this_perturbation_classes.index(class_idx)\n",
    "                class_map_value = m[\"map_per_class\"][this_class_idx].item()\n",
    "                # Clip value to 0 if negative\n",
    "                if class_map_value < 0:\n",
    "                    class_mAP[class_idx].append(0)\n",
    "                else:\n",
    "                    class_mAP[class_idx].append(m[\"map_per_class\"][this_class_idx].item())\n",
    "            else:\n",
    "                class_mAP[class_idx].append(0)\n",
    "\n",
    "    return class_mAP\n",
    "\n",
    "\n",
    "#\n",
    "# plot\n",
    "#\n",
    "plt.title(\"mAP per class for translation perturbed dataset\")\n",
    "plt.xlabel(\"Translation perturbation factor\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "for class_idx, class_mAP_list in _get_classwise_mAP(translation_perturbed_metrics).items():  # noqa: N816\n",
    "    plt.plot(translation_perturbation_values, class_mAP_list, label=baseline[0].names[class_idx])\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.title(\"mAP per class for rotation perturbed dataset\")\n",
    "plt.xlabel(\"Rotation perturbation angle in degrees\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "for class_idx, class_mAP_list in _get_classwise_mAP(rotation_perturbed_metrics).items():  # noqa: N816\n",
    "    plt.plot(rotation_perturbation_values, class_mAP_list, label=baseline[0].names[class_idx])\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.title(\"mAP per class for crop perturbed dataset\")\n",
    "plt.xlabel(\"Crop size window\")\n",
    "plt.ylabel(\"mAP @ 50% IoU\")\n",
    "plt.xticks(fontsize=8, rotation=90)\n",
    "for class_idx, class_mAP_list in _get_classwise_mAP(crop_perturbed_metrics).items():  # noqa: N816\n",
    "    plt.plot(\n",
    "        [f\"({round(p[0])}, {round(p[1])})\" for p in crop_perturbation_values],\n",
    "        class_mAP_list,\n",
    "        label=baseline[0].names[class_idx],\n",
    "    )\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3aef482b-1a2b-4b2e-b522-7032776320d2",
   "metadata": {},
   "source": [
    "The above plots shows several interesting results:\n",
    "\n",
    "- Person, car, and truck classes all follow the same general pattern with car being generally the most robust.\n",
    "- Truck is the most interesting category as it is the only category to have the mAP increase as well as decrease (for the translation perturbation case) and also showing a delayed decrease in mAP (for the crop perturbation case). This is potentially an attribute of the randomization in the perturber, the very few number of truck instances, and the location of the truck instances within the source image.\n",
    "- In the Rotation and Crop-perturbed dataset cases, we can observe that misdetected classes like TV, refrigerator, etc. are triggered by the perturbations proving that the detector is not quite robust to such perturbations.\n",
    "\n",
    "Any conclusions about classification accuracy should be considered in light of these caveats. In particular, the foreground positioning of the detected non-car objects suggests that instead of looking at per-class results, we drill down by bounding box area. Fortunately, the metrics class supports this:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "23ec21e7-e682-4d08-ad1d-6c42d850402f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.title(\"mAP values per area for translation perturbed dataset\")\n",
    "plt.xlabel(\"Translation perturbation factor\")\n",
    "plt.ylabel(\"mAP\")\n",
    "for k in (\"map\", \"map_small\", \"map_medium\"):\n",
    "    plt.plot(translation_perturbation_values, [m[k].item() for m in translation_perturbed_metrics], label=k)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.title(\"mAP values per area for rotation perturbed dataset\")\n",
    "plt.xlabel(\"Rotation perturbation angle in degrees\")\n",
    "plt.ylabel(\"mAP\")\n",
    "for k in (\"map\", \"map_small\", \"map_medium\"):\n",
    "    plt.plot(rotation_perturbation_values, [m[k].item() for m in rotation_perturbed_metrics], label=k)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.title(\"mAP values per area for crop perturbed dataset\")\n",
    "plt.xlabel(\"Crop size window\")\n",
    "plt.ylabel(\"mAP\")\n",
    "plt.xticks(fontsize=8, rotation=90)\n",
    "for k in (\"map\", \"map_small\", \"map_medium\"):\n",
    "    plt.plot(\n",
    "        [f\"({round(p[0])}, {round(p[1])})\" for p in crop_perturbation_values],\n",
    "        # Clip values to 0 if negative\n",
    "        [m[k].item() if m[k].item() >= 0 else 0 for m in crop_perturbed_metrics],\n",
    "        label=k,\n",
    "    )\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6e276bd-2eaf-4a4c-a3cd-9bb8c98fa30c",
   "metadata": {},
   "source": [
    "The `map` line covers all sizes; `map_small` and `map_medium` are the mean average precision for objects (smaller than 32^2 pixels, between 32^2 and 96^2 pixels) in area, respectively. (There are no detections in the `map_large` category.) (Here, the mAP value is averaged over a **range** of IoU thresholds, between 0.5 and 0.95.) We can observe that the medium-sized objects, regardless of class, are generally much more robust to the affine transformation perturbations than small ones. This is most likely due to the smaller objects being more phased out of the image or more rotation-sensitive than medium-sized objects.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b28b9f2a-7217-4427-9c4f-f84656a4dcf2",
   "metadata": {},
   "source": [
    "## End of Notebook"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "nrtk-QgDWFgV4-py3.10",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}