{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "644e3720", "metadata": { "tags": [] }, "source": [ "# Saliency on Serialized Detections\n", "\n", "This notebook demonstrates the use of the `xaitk-saliency` package to compute saliency maps for serialized detections formatted in the COCO style.\n", "\n", "[COCO style annotations](https://cocodataset.org/#format-data) contain all relevant information in a single json file.\n", "This includes images, categories, and bounding boxes labeled for category and image.\n", "Predicted bounding boxes should also include a score or individual class probabilities.\n", "\n", "`xaitk-saliency` provides implementations of the `GenerateObjectDetectorBlackboxSaliency` interface for generating visual saliency maps for reference predictions made by object detection models.\n", "It also provides utility functions to easily format serialized COCO detections for use with these implementations.\n", "We use these two in combination in this example to create a complete workflow from serialized detections to saliency maps.\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/XAITK/xaitk-saliency/blob/master/docs/examples/SerializedDetectionSaliency.ipynb)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "0c4164a3-5e07-4927-83b2-03dad3f022a6", "metadata": {}, "source": [ "## Set up environment\n", "\n", "We need to install the \"tools\" extra for `xaitk-saliency` which includes `kwcoco`, the package used for working with COCO style annotations, and the \"centernet\" extra for `smqtk-detection` which includes the dependencies for the PyTorch-based `CenterNetVisdrone` class.\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/XAITK/xaitk-saliency/blob/master/docs/examples/README.md#run-the-notebooks-from-colab) for more info)." ] }, { "cell_type": "code", "execution_count": 1, "id": "3d13635e-5007-4228-8330-5b15c7bc3194", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Installing smqtk-detection...\n", "Installing headless OpenCV...\n", "\u001b[33mWARNING: Skipping opencv-python-headless as it is not installed.\u001b[0m\u001b[33m\n", "\u001b[0mInstalling xaitk-saliency with additional deps...\n", "Done!\n" ] } ], "source": [ "import sys # noqa\n", "\n", "!{sys.executable} -m pip install -qU pip\n", "print(\"Installing smqtk-detection...\")\n", "!{sys.executable} -m pip install -qU smqtk-detection[centernet]\n", "# Remove opencv-python, which required libGL, which we don't require here, and replace with opencv-python-headless\n", "print(\"Installing headless OpenCV...\")\n", "!{sys.executable} -m pip uninstall -qy opencv-python opencv-python-headless # make sure they're both gone.\n", "print(\"Installing xaitk-saliency with additional deps...\")\n", "# Force numpy<2.0 to resolve incompatibilities between dependencies\n", "!{sys.executable} -m pip install -q \"xaitk-saliency[tools]\" \"opencv-python-headless\" \"numpy<2.0\" \"coverage>=7.6.1\"\n", "print(\"Done!\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "39dff47d", "metadata": {}, "source": [ "## Instantiate Saliency Generator\n", "\n", "We will use the `DRISEStack` class to generate our saliency maps.\n", "This uses the `RISEGrid` and `DRISEScoring` image perturbation and scoring algorithms, respectively, to generate saliency based on observations made on randomly occluded versions of our reference image.\n", "\n", "The number of perturbation masks is set to `20`.\n", "Using more masks will increase the quality of the resulting saliency maps, but we limit that number here to reduce our computational time.\n", "\n", "Using a fill other than black when occluding your images can improve saliency results.\n", "We will pass the RGB channel values of a gray fill to use here." ] }, { "cell_type": "code", "execution_count": 2, "id": "b3b422f0", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/data/barry.ravichandran/XAITK/JATIC/github_clones/xaitk-saliency/src/xaitk_saliency/__init__.py:3: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " import pkg_resources\n" ] } ], "source": [ "from xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise import DRISEStack\n", "\n", "sal_generator = DRISEStack(\n", " n=20, # number of masks\n", " s=8, # occlusion grid size\n", " p1=0.5, # probability of not occluding cell\n", " fill=[95, 96, 93], # gray fill RGB values\n", " threads=8, # seed for replicable results\n", " seed=0,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "4b614757", "metadata": {}, "source": [ "## Instantiate Detector\n", "\n", "The `GenerateObjectDetectorBlackboxSaliency` interface requires a `smqtk_detection.DetectImageObjects` implementation as input to use as the object detector.\n", "We will use the `CenterNetVisdrone` class from `smqtk-detection` for ours.\n", "This is a wrapper around a PyTorch implementation of [CenterNet](https://arxiv.org/pdf/1904.07850.pdf) pretrained on the [VisDrone2019 dataset](https://arxiv.org/pdf/1804.07437v2.pdf).\n", "\n", "Ideally, the number of proposals made by our detector should be greater than the number of detections we are computing saliency for.\n", "This is to ensure that there is a similar proposal for the `D-RISE` algorithm to match to each of our reference detections.\n", "We will set the `max_dets` parameter for `CenterNetVisdrone` to `500` for this reason.\n", "\n", "Note that the `use_cuda` parameter is currently set to `False`, but can be set to `True` if a GPU is available." ] }, { "cell_type": "code", "execution_count": 3, "id": "9ebf1804", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/data/barry.ravichandran/envs/xaitk-jatic/lib/python3.10/site-packages/smqtk_detection/impls/detect_image_objects/centernet.py:897: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.\n", " @autocast()\n", "/data/barry.ravichandran/envs/xaitk-jatic/lib/python3.10/site-packages/smqtk_detection/impls/detect_image_objects/centernet.py:168: UserWarning: `use_cuda` (False) conflicts with `device` (cpu). The `device` parameter will take precedence.\n", " warnings.warn(\n" ] } ], "source": [ "import logging\n", "import os\n", "import urllib\n", "from collections.abc import Sequence\n", "\n", "from smqtk_detection.impls.detect_image_objects.centernet import CenterNetVisdrone\n", "\n", "logging.basicConfig(level=logging.INFO)\n", "\n", "data_dir = \"data\"\n", "os.makedirs(data_dir, exist_ok=True)\n", "\n", "# download weights\n", "model_file = os.path.join(data_dir, \"centernet-resnet50.pth\")\n", "if not os.path.isfile(model_file):\n", " urllib.request.urlretrieve(\"https://data.kitware.com/api/v1/item/623259f64acac99f426f21db/download\", model_file)\n", "\n", "detector = CenterNetVisdrone(\n", " arch=\"resnet50\",\n", " model_file=f\"{data_dir}/centernet-resnet50.pth\",\n", " max_dets=500,\n", " use_cuda=False,\n", " batch_size=3,\n", " num_workers=1,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "73be1d7f", "metadata": {}, "source": [ "## Download Detections and Image\n", "\n", "Our file contains 10 predictions made by the CenterNet model for a single image taken from the test split of VisDrone2019." ] }, { "cell_type": "code", "execution_count": 4, "id": "a0e11989", "metadata": {}, "outputs": [], "source": [ "# Pre-computed detections, COCO-format serialization, top-10 highest confidence detections.\n", "dets_path = os.path.join(data_dir, \"coco-dets.json\")\n", "if not os.path.isfile(dets_path):\n", " _ = urllib.request.urlretrieve(\"https://data.kitware.com/api/v1/item/62325a9d4acac99f426f220b/download\", dets_path)\n", "\n", "img_path = os.path.join(data_dir, \"drone.jpg\")\n", "if not os.path.isfile(img_path):\n", " _ = urllib.request.urlretrieve(\"https://data.kitware.com/api/v1/item/62325a9e4acac99f426f2213/download\", img_path)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "bd187e96", "metadata": {}, "source": [ "## Load Detections and Visualize\n", "\n", "We create a `kwcoco.CocoDataset` object from our serialized detections.\n", "The `kwcoco` package provides a set of robust set of load and query tools for COCO style annotations.\n", "This allows us to easily work with the the detections in the file.\n", "\n", "Note that these detections are a subset of all the predictions made by the CenterNet model for this image.\n", "The number of detections is restricted here to reduce computational overhead." ] }, { "cell_type": "code", "execution_count": 5, "id": "c32b1b8d", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Use JPEG format for inline visualizations\n", "%config InlineBackend.figure_format = \"jpeg\"\n", "\n", "import kwcoco\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from matplotlib.patches import Rectangle\n", "from PIL import Image\n", "\n", "dets_dset = kwcoco.CocoDataset(dets_path)\n", "\n", "# Visualize detections\n", "img = np.asarray(Image.open(img_path))\n", "\n", "plt.figure(figsize=(15, 15))\n", "plt.axis(\"off\")\n", "plt.imshow(img)\n", "\n", "for det in dets_dset.anns.values():\n", " bbox = det[\"bbox\"]\n", " plt.gca().add_patch(Rectangle((bbox[0], bbox[1]), bbox[2], bbox[3], linewidth=1, edgecolor=\"r\", facecolor=\"none\"))" ] }, { "attachments": {}, "cell_type": "markdown", "id": "69770479", "metadata": {}, "source": [ "## Prepare Inputs\n", "\n", "The `GenerateObjectDetectorBlackboxSaliency` interface requires separate bounding boxes and scores inputs for the reference detections that we want to compute saliency for.\n", "The `parse_coco_dset()` utility function from `xaitk_saliency.utils.gen_coco_sal` help us easily create these.\n", "The function yields a (`ref_img`, `bboxes`, `scores`) tuple for each image in the input `kwcoco.CocoDataset` object that has corresponding annotations.\n", "\n", "\n", "Our dataset contains the \"ignored_regions\" and \"others\" categories which we will remove to match the output of our detector, which does not output these categories." ] }, { "cell_type": "code", "execution_count": null, "id": "157f0c82", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "bboxes: (10, 4)\n", "scores: (10, 10)\n" ] } ], "source": [ "from xaitk_saliency.utils.coco import KWCocoUtils\n", "\n", "# delete \"ignored_regions\" category\n", "del dets_dset.cats[0]\n", "# delete \"others\" category\n", "del dets_dset.cats[11]\n", "\n", "ref_img, bboxes, scores = next(iter(KWCocoUtils().parse_coco_dset(dets_dset)))\n", "\n", "print(f\"bboxes: {bboxes.shape}\")\n", "print(f\"scores: {scores.shape}\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "964decc7", "metadata": {}, "source": [ "## Generate Saliency Maps\n", "\n", "Now we will call our saliency generator object with our formatted inputs to compute the visual saliency maps for our predictions." ] }, { "cell_type": "code", "execution_count": 7, "id": "30f729da", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:smqtk_detection.impls.detect_image_objects.centernet:=> loading pretrained model https://download.pytorch.org/models/resnet50-19c8e357.pth\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:loaded data/centernet-resnet50.pth, epoch 100\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[1/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[2/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[3/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[4/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[5/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[6/7]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[7/7]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Elapsed time: 48.27s\n", "Saliency maps generated: 10\n" ] } ], "source": [ "import time\n", "\n", "start = time.time()\n", "\n", "sal_maps = sal_generator(ref_img, bboxes, scores, detector)\n", "\n", "end = time.time()\n", "print(\"Elapsed time: %0.2fs\" % (end - start))\n", "print(f\"Saliency maps generated: {len(sal_maps)}\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "ff7eb1f6", "metadata": { "tags": [] }, "source": [ "## Visualize Saliency\n", "\n", "The saliency maps can be displayed over the reference image to show the salient regions for each detection.\n", "Here we do this for a single detection.\n", "The value of the `detection_id` variable can be changed to visualize a different detection's saliency." ] }, { "cell_type": "code", "execution_count": null, "id": "71945adb", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# \"Select\" Detection ID to visualize saliency for\n", "# - Change to different value (0-9) to visualize different detections\n", "detection_id = 0 # 1, 5, 7\n", "\n", "\n", "def plot_saliency_map(det_id: int, sal_maps_results: Sequence[np.ndarray] = sal_maps) -> None:\n", " \"\"\"Visualize Detection and Saliency.\"\"\"\n", " plt.figure(figsize=(15, 15))\n", " plt.axis(\"off\")\n", " gray_img = np.asarray(Image.fromarray(img).convert(\"L\"))\n", " plt.imshow(gray_img, alpha=0.7, cmap=\"gray\")\n", "\n", " bbox = dets_dset.anns[detection_id][\"bbox\"]\n", " plt.gca().add_patch(Rectangle((bbox[0], bbox[1]), bbox[2], bbox[3], linewidth=1, edgecolor=\"r\", facecolor=\"none\"))\n", " plt.imshow(sal_maps_results[det_id], cmap=\"jet\", alpha=0.3)\n", "\n", "\n", "plot_saliency_map(detection_id)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f3c9f586-e7cd-48c4-8a73-3054e11b90ca", "metadata": {}, "source": [ "## Fine Grained Saliency Map\n", "The above saliency heatmap is clearly very coarse.\n", "This is due to the parameterization of our explanation algorithms.\n", "\n", "The granularity of detail in our saliency heatmap is correlated to the quantity of observations that we make of the black-box algorithm.\n", "Thus, with more input variations, as well as more granularity in the changes between variations, we can aggregate a finer grained understanding of what is and is not important to the black-box in its decision making.\n", "\n", "The following cell executes an alternate `DRISEStack` instance with a more detailed set of parameters.\n", "This new parameter set increases the quantity of perturbations of the base image 10-fold (`n`, 20 -> 200), as well as increases the resolution of the grid in which image variations are introduced 3-fold (`s`, 8 -> 24).\n", "\n", "**NOTE:** The following require more memory resources than the previous parameterization to accommodate the larger matrix multiplication operations performed. Use of a GPU is recommended for accelerated processing." ] }, { "cell_type": "code", "execution_count": 9, "id": "aeec5ed9", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:smqtk_detection.impls.detect_image_objects.centernet:[1/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[2/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[3/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[4/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[5/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[6/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[7/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[8/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[9/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[10/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[11/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[12/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[13/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[14/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[15/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[16/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[17/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[18/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[19/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[20/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[21/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[22/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[23/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[24/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[25/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[26/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[27/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[28/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[29/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[30/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[31/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[32/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[33/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[34/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[35/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[36/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[37/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[38/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[39/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[40/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[41/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[42/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[43/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[44/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[45/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[46/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[47/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[48/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[49/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[50/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[51/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[52/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[53/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[54/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[55/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[56/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[57/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[58/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[59/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[60/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[61/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[62/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[63/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[64/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[65/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[66/67]\n", "INFO:smqtk_detection.impls.detect_image_objects.centernet:[67/67]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Elapsed time: 458.29s\n" ] } ], "source": [ "# Instantiate an alternative RISE parameterization.\n", "sal_generator_fine = DRISEStack(n=200, s=24, p1=0.5, seed=0)\n", "\n", "# Generate an alternative, finer-grained set of visual saliency heatmaps.\n", "# Note that this utilizes the same inputs as last time with the sole exception of the image perturnation algorithm.\n", "start = time.time()\n", "sal_maps_fine = sal_generator_fine(ref_img, bboxes, scores, detector)\n", "print(\"Elapsed time: %0.2fs\" % (time.time() - start))" ] }, { "cell_type": "code", "execution_count": 10, "id": "be1e8c66", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "detection_id = 0\n", "plot_saliency_map(detection_id, sal_maps_results=sal_maps_fine)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }