diff --git a/doc/notebooks/Tutorial - videos - Pytorch.ipynb b/doc/notebooks/Tutorial - videos - Pytorch.ipynb new file mode 100644 index 000000000..4106f1dc9 --- /dev/null +++ b/doc/notebooks/Tutorial - videos - Pytorch.ipynb @@ -0,0 +1,120611 @@ +{ + "cells": [ + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "# Using LIME for activity recognition models\n", + "In this tutorial we will show you how to use the LIME framework on video activity recognition models trained on Kinetics-400." + ], + "id": "957d77939432faea" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:50.925372Z", + "start_time": "2025-01-22T09:19:48.351277Z" + } + }, + "cell_type": "code", + "source": [ + "%load_ext autoreload\n", + "\n", + "import torch\n", + "import json\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from pytorchvideo.data.encoded_video import EncodedVideo\n", + "from torchvision.transforms._transforms_video import NormalizeVideo, CenterCropVideo\n", + "from torchvision.transforms import Lambda\n", + "from torchvision.transforms.v2 import Compose\n", + "from pytorchvideo.transforms import UniformTemporalSubsample, ShortSideScale\n", + "from lime import lime_video\n", + "from matplotlib import animation" + ], + "id": "285d7baacae6a6f8", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/youritomassen/Projects/lime/.venv/lib/python3.12/site-packages/torchvision/transforms/_functional_video.py:6: UserWarning: The 'torchvision.transforms._functional_video' module is deprecated since 0.12 and will be removed in the future. Please use the 'torchvision.transforms.functional' module instead.\n", + " warnings.warn(\n", + "/Users/youritomassen/Projects/lime/.venv/lib/python3.12/site-packages/torchvision/transforms/_transforms_video.py:22: UserWarning: The 'torchvision.transforms._transforms_video' module is deprecated since 0.12 and will be removed in the future. Please use the 'torchvision.transforms' module instead.\n", + " warnings.warn(\n", + "/Users/youritomassen/Projects/lime/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:52.269034Z", + "start_time": "2025-01-22T09:19:50.930737Z" + } + }, + "cell_type": "code", + "source": [ + "device = torch.device('cpu')\n", + "model_name = 'slowfast_r50'\n", + "model = torch.hub.load('facebookresearch/pytorchvideo', model=model_name, pretrained=True)\n", + "\n", + "# Set to eval mode and move to desired device\n", + "model = model.to(device)\n", + "model = model.eval()" + ], + "id": "3641f2a54cb69a6c", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using cache found in /Users/youritomassen/.cache/torch/hub/facebookresearch_pytorchvideo_main\n" + ] + } + ], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:52.362749Z", + "start_time": "2025-01-22T09:19:52.359682Z" + } + }, + "cell_type": "code", + "source": [ + "with open('./data/kinetics_classnames.json', 'r') as f:\n", + " kinetics_classnames = json.load(f)\n", + "\n", + "# Create an id to label name mapping\n", + "kinetics_id_to_classname = {}\n", + "for k, v in kinetics_classnames.items():\n", + " kinetics_id_to_classname[v] = str(k).replace('\"', \"\")" + ], + "id": "76ffe0a6e1ccd575", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:52.372392Z", + "start_time": "2025-01-22T09:19:52.369625Z" + } + }, + "cell_type": "code", + "source": [ + "side_size = 256\n", + "mean = [0.45, 0.45, 0.45]\n", + "std = [0.225, 0.225, 0.225]\n", + "crop_size = 256\n", + "num_frames = 32\n", + "sampling_rate = 2\n", + "frames_per_second = 30\n", + "alpha = 4\n", + "\n", + "transform = Compose([\n", + " UniformTemporalSubsample(num_frames),\n", + " Lambda(lambda x: x / 255.0),\n", + " NormalizeVideo(mean, std),\n", + " ShortSideScale(\n", + " size=side_size\n", + " ),\n", + " CenterCropVideo(crop_size),\n", + "])\n", + "\n", + "# The duration of the input clip is also specific to the model.\n", + "clip_duration = (num_frames * sampling_rate) / frames_per_second" + ], + "id": "558179faee7482c2", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:52.421358Z", + "start_time": "2025-01-22T09:19:52.379795Z" + } + }, + "cell_type": "code", + "source": [ + "video = EncodedVideo.from_path('./data/archery.mp4')\n", + "start_sec = 0\n", + "end_sec = start_sec + clip_duration\n", + "video_data = video.get_clip(start_sec=start_sec, end_sec=end_sec)" + ], + "id": "bf41564dd205ede5", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:53.490866Z", + "start_time": "2025-01-22T09:19:52.433862Z" + } + }, + "cell_type": "code", + "source": [ + "# Apply a transform to normalize the video input\n", + "xb = transform(video_data['video']).unsqueeze(0)\n", + "\n", + "xb_fast = xb[:]\n", + "xb_slow = xb[:, :, ::alpha]\n", + "input = [xb_slow, xb_fast]\n", + "out = model(input)" + ], + "id": "5779d14df6948f53", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:53.611038Z", + "start_time": "2025-01-22T09:19:53.607932Z" + } + }, + "cell_type": "code", + "source": [ + "post_act = torch.nn.Softmax(dim=1)\n", + "preds = post_act(out)\n", + "pred_classes = preds.topk(k=5).indices\n", + "\n", + "# Map the predicted classes to the label names\n", + "pred_class_names = [kinetics_id_to_classname[int(i)] for i in pred_classes[0]]\n", + "print(\"Predicted labels: %s\" % \", \".join(pred_class_names))" + ], + "id": "a64f8555f90cc7cb", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Predicted labels: archery, throwing axe, playing paintball, disc golfing, riding or walking with horse\n" + ] + } + ], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:53.648945Z", + "start_time": "2025-01-22T09:19:53.645492Z" + } + }, + "cell_type": "code", + "source": [ + "def batch_predict(videos):\n", + " \"\"\"\n", + " Args:\n", + " videos: 5d numpy array with shape [B, T, H, W, C]\n", + "\n", + " Returns:\n", + " probs: 2d numpy array with shape [B, num_classes]\n", + " \"\"\"\n", + " if type(videos) == np.ndarray:\n", + " videos = torch.from_numpy(videos)\n", + "\n", + " if len(videos.shape) == 4:\n", + " videos = videos.unsqueeze(0)\n", + "\n", + " model.eval()\n", + " videos = videos.permute(0, 4, 1, 2, 3)\n", + " xb = torch.stack([transform(i) for i in videos])\n", + "\n", + " device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", + " model.to(device)\n", + " xb = xb.to(device)\n", + "\n", + " xb_fast = xb[:]\n", + " xb_slow = xb[:, :, ::alpha]\n", + " input = [xb_slow, xb_fast]\n", + "\n", + " logits = model(input)\n", + " probs = post_act(logits)\n", + " return probs.detach().cpu().numpy()" + ], + "id": "85c933843757d284", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:19:55.317486Z", + "start_time": "2025-01-22T09:19:53.683204Z" + } + }, + "cell_type": "code", + "source": [ + "# test batch_predict\n", + "video = EncodedVideo.from_path('./data/archery.mp4')\n", + "start_sec = 0\n", + "end_sec = start_sec + clip_duration\n", + "video_data = video.get_clip(start_sec=start_sec, end_sec=end_sec)\n", + "x = video_data['video'].clone().permute(1, 2, 3, 0).unsqueeze(0).numpy()\n", + "probs = batch_predict(x)" + ], + "id": "8b323b64370ca608", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:21:46.844783Z", + "start_time": "2025-01-22T09:19:55.360285Z" + } + }, + "cell_type": "code", + "source": [ + "explainer = lime_video.LimeVideoExplainer()\n", + "explainer_input = video_data['video']\n", + "explainer_input = transform(explainer_input).permute(1, 2, 3, 0).numpy()\n", + "\n", + "explanation = explainer.explain_instance(explainer_input,\n", + " batch_predict,\n", + " top_labels=5,\n", + " hide_color=0,\n", + " num_samples=100,\n", + " num_features=10_000)" + ], + "id": "16580499e21f2ac8", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 100/100 [01:41<00:00, 1.01s/it]\n" + ] + } + ], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:21:46.929728Z", + "start_time": "2025-01-22T09:21:46.924032Z" + } + }, + "cell_type": "code", + "source": [ + "def denormalize(frames, mean, std, dtype=np.float32):\n", + " if type(mean) != np.ndarray:\n", + " mean = np.array(mean)\n", + "\n", + " if type(std) != np.ndarray:\n", + " std = np.array(std)\n", + "\n", + " frames = frames * np.array(std)[None, None, None, :] + np.array(mean)[None, None, None, :]\n", + " if dtype == np.float32:\n", + " return np.clip(frames, 0.0, 1.0, dtype=np.float32)\n", + "\n", + " return np.uint8(frames)" + ], + "id": "5200cffb78b7e148", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "Show a single frame of the positive features.", + "id": "3b739619c923abeb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:23:42.561237Z", + "start_time": "2025-01-22T09:23:42.268600Z" + } + }, + "cell_type": "code", + "source": [ + "from skimage.segmentation import mark_boundaries\n", + "\n", + "temp, mask = explanation.get_image_and_mask(explanation.top_labels[0], positive_only=True, num_features=5, hide_rest=False)\n", + "\n", + "temp = denormalize(temp, mean, std)\n", + "img_boundry1 = mark_boundaries(temp, mask)\n", + "plt.imshow(img_boundry1[2])\n", + "plt.axis('off')\n", + "plt.show()" + ], + "id": "f261cce7217e0abc", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 20 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "Also show the negative features and increase the number of features; omit the boundaries for more clarity.", + "id": "2bdb3c85d366f313" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:24:20.986048Z", + "start_time": "2025-01-22T09:24:20.691809Z" + } + }, + "cell_type": "code", + "source": [ + "temp, _ = explanation.get_image_and_mask(explanation.top_labels[0], positive_only=False, num_features=10, hide_rest=False)\n", + "temp = denormalize(temp, mean, std)\n", + "\n", + "plt.imshow(temp[0])\n", + "plt.axis('off')\n", + "plt.show()" + ], + "id": "9fdae66a8c145072", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 23 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "Create an animated video showing all the frames.", + "id": "9d89c04a453af4b2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:28:24.514250Z", + "start_time": "2025-01-22T09:28:23.773275Z" + } + }, + "cell_type": "code", + "source": [ + "import matplotlib.animation as animation\n", + "from IPython.display import HTML\n", + "\n", + "def vidshow(video, interval, axis='on'):\n", + " fig = plt.figure()\n", + " plt.ioff() # Turn off interactive mode\n", + " ax = fig.add_subplot(111)\n", + "\n", + " img = ax.imshow(video[0])\n", + " ax.axis(axis)\n", + " def _update(frame):\n", + " img.set_data(video[frame])\n", + "\n", + " ani = animation.FuncAnimation(fig, _update, frames=len(temp), interval=interval)\n", + " plt.close(fig) # Close the figure to prevent display\n", + "\n", + " return HTML(ani.to_jshtml()), ani\n", + "\n", + "html, ani = vidshow(temp, interval=240, axis='off')\n", + "html" + ], + "id": "29ef0c6e9892edfa", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
\n", + " \n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "\n", + "\n", + "\n" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 28 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "Save the animation as a gif", + "id": "929261467fc22ae2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-01-22T09:21:51.865609Z", + "start_time": "2025-01-22T09:21:49.199659Z" + } + }, + "cell_type": "code", + "source": "ani.save(filename=\"./data/archery.gif\", writer=\"pillow\")", + "id": "768a1c915e93d45f", + "outputs": [], + "execution_count": 15 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/doc/notebooks/data/archery.mp4 b/doc/notebooks/data/archery.mp4 new file mode 100644 index 000000000..4a724d6f1 Binary files /dev/null and b/doc/notebooks/data/archery.mp4 differ diff --git a/doc/notebooks/data/kinetics_classnames.json b/doc/notebooks/data/kinetics_classnames.json new file mode 100644 index 000000000..1d411811a --- /dev/null +++ b/doc/notebooks/data/kinetics_classnames.json @@ -0,0 +1 @@ +{"\"sharpening knives\"": 290, "\"eating ice cream\"": 115, "\"cutting nails\"": 81, "\"changing wheel\"": 53, "\"bench pressing\"": 19, "deadlifting": 88, "\"eating carrots\"": 111, "marching": 192, "\"throwing discus\"": 358, "\"playing flute\"": 231, "\"cooking on campfire\"": 72, "\"breading or breadcrumbing\"": 33, "\"playing badminton\"": 218, "\"ripping paper\"": 276, "\"playing saxophone\"": 244, "\"milking cow\"": 197, "\"juggling balls\"": 169, "\"flying kite\"": 130, "capoeira": 43, "\"making jewelry\"": 187, "drinking": 100, "\"playing cymbals\"": 228, "\"cleaning gutters\"": 61, "\"hurling (sport)\"": 161, "\"playing organ\"": 239, "\"tossing coin\"": 361, "wrestling": 395, "\"driving car\"": 103, "headbutting": 150, "\"gymnastics tumbling\"": 147, "\"making bed\"": 186, "abseiling": 0, "\"holding snake\"": 155, "\"rock climbing\"": 278, "\"cooking egg\"": 71, "\"long jump\"": 182, "\"bee keeping\"": 17, "\"trimming or shaving beard\"": 365, "\"cleaning shoes\"": 63, "\"dancing gangnam style\"": 86, "\"catching or throwing softball\"": 50, "\"ice skating\"": 164, "jogging": 168, "\"eating spaghetti\"": 116, "bobsledding": 28, "\"assembling computer\"": 8, "\"playing cricket\"": 227, "\"playing monopoly\"": 238, "\"golf putting\"": 143, "\"making pizza\"": 188, "\"javelin throw\"": 166, "\"peeling potatoes\"": 211, "clapping": 57, "\"brushing hair\"": 36, "\"flipping pancake\"": 129, "\"drinking beer\"": 101, "\"dribbling basketball\"": 99, "\"playing bagpipes\"": 219, "somersaulting": 325, "\"canoeing or kayaking\"": 42, "\"riding unicycle\"": 275, "texting": 355, "\"tasting beer\"": 352, "\"hockey stop\"": 154, "\"playing clarinet\"": 225, "\"waxing legs\"": 389, "\"curling hair\"": 80, "\"running on treadmill\"": 281, "\"tai chi\"": 346, "\"driving tractor\"": 104, "\"shaving legs\"": 293, "\"sharpening pencil\"": 291, "\"making sushi\"": 190, "\"spray painting\"": 327, "situp": 305, "\"playing kickball\"": 237, "\"sticking tongue out\"": 331, "headbanging": 149, "\"folding napkins\"": 132, "\"playing piano\"": 241, "skydiving": 312, "\"dancing charleston\"": 85, "\"ice fishing\"": 163, "tickling": 359, "bandaging": 13, "\"high jump\"": 151, "\"making a sandwich\"": 185, "\"riding mountain bike\"": 271, "\"cutting pineapple\"": 82, "\"feeding goats\"": 125, "\"dancing macarena\"": 87, "\"playing basketball\"": 220, "krumping": 179, "\"high kick\"": 152, "\"balloon blowing\"": 12, "\"playing accordion\"": 217, "\"playing chess\"": 224, "\"hula hooping\"": 159, "\"pushing wheelchair\"": 263, "\"riding camel\"": 268, "\"blowing out candles\"": 27, "\"extinguishing fire\"": 121, "\"using computer\"": 373, "\"jumpstyle dancing\"": 173, "yawning": 397, "writing": 396, "\"jumping into pool\"": 172, "\"doing laundry\"": 96, "\"egg hunting\"": 118, "\"sanding floor\"": 284, "\"moving furniture\"": 200, "\"exercising arm\"": 119, "\"sword fighting\"": 345, "\"sign language interpreting\"": 303, "\"counting money\"": 74, "bartending": 15, "\"cleaning windows\"": 65, "\"blasting sand\"": 23, "\"petting cat\"": 213, "sniffing": 320, "bowling": 31, "\"playing poker\"": 242, "\"taking a shower\"": 347, "\"washing hands\"": 382, "\"water sliding\"": 384, "\"presenting weather forecast\"": 254, "tobogganing": 360, "celebrating": 51, "\"getting a haircut\"": 138, "snorkeling": 321, "\"weaving basket\"": 390, "\"playing squash or racquetball\"": 245, "parasailing": 206, "\"news anchoring\"": 202, "\"belly dancing\"": 18, "windsurfing": 393, "\"braiding hair\"": 32, "\"crossing river\"": 78, "\"laying bricks\"": 181, "\"roller skating\"": 280, "hopscotch": 156, "\"playing trumpet\"": 248, "\"dying hair\"": 108, "\"trimming trees\"": 366, "\"pumping fist\"": 256, "\"playing keyboard\"": 236, "snowboarding": 322, "\"garbage collecting\"": 136, "\"playing controller\"": 226, "dodgeball": 94, "\"recording music\"": 266, "\"country line dancing\"": 75, "\"dancing ballet\"": 84, "gargling": 137, "ironing": 165, "\"push up\"": 260, "\"frying vegetables\"": 135, "\"ski jumping\"": 307, "\"mowing lawn\"": 201, "\"getting a tattoo\"": 139, "\"rock scissors paper\"": 279, "cheerleading": 55, "\"using remote controller (not gaming)\"": 374, "\"shaking head\"": 289, "sailing": 282, "\"training dog\"": 363, "hurdling": 160, "\"fixing hair\"": 128, "\"climbing ladder\"": 67, "\"filling eyebrows\"": 126, "\"springboard diving\"": 329, "\"eating watermelon\"": 117, "\"drumming fingers\"": 106, "\"waxing back\"": 386, "\"playing didgeridoo\"": 229, "\"swimming backstroke\"": 339, "\"biking through snow\"": 22, "\"washing feet\"": 380, "\"mopping floor\"": 198, "\"throwing ball\"": 357, "\"eating doughnuts\"": 113, "\"drinking shots\"": 102, "\"tying bow tie\"": 368, "dining": 91, "\"surfing water\"": 337, "\"sweeping floor\"": 338, "\"grooming dog\"": 145, "\"catching fish\"": 47, "\"pumping gas\"": 257, "\"riding or walking with horse\"": 273, "\"massaging person's head\"": 196, "archery": 5, "\"ice climbing\"": 162, "\"playing recorder\"": 243, "\"decorating the christmas tree\"": 89, "\"peeling apples\"": 210, "snowmobiling": 324, "\"playing ukulele\"": 249, "\"eating burger\"": 109, "\"building cabinet\"": 38, "\"stomping grapes\"": 332, "\"drop kicking\"": 105, "\"passing American football (not in game)\"": 209, "applauding": 3, "hugging": 158, "\"eating hotdog\"": 114, "\"pole vault\"": 253, "\"reading newspaper\"": 265, "\"snatch weight lifting\"": 318, "zumba": 399, "\"playing ice hockey\"": 235, "breakdancing": 34, "\"feeding fish\"": 124, "\"shredding paper\"": 300, "\"catching or throwing frisbee\"": 49, "\"exercising with an exercise ball\"": 120, "\"pushing cart\"": 262, "\"swimming butterfly stroke\"": 341, "\"riding scooter\"": 274, "spraying": 328, "\"folding paper\"": 133, "\"golf driving\"": 142, "\"robot dancing\"": 277, "\"bending back\"": 20, "testifying": 354, "\"waxing chest\"": 387, "\"carving pumpkin\"": 46, "\"hitting baseball\"": 153, "\"riding elephant\"": 269, "\"brushing teeth\"": 37, "\"pull ups\"": 255, "\"riding a bike\"": 267, "skateboarding": 306, "\"cleaning pool\"": 62, "\"playing paintball\"": 240, "\"massaging back\"": 193, "\"shoveling snow\"": 299, "\"surfing crowd\"": 336, "unboxing": 371, "faceplanting": 122, "trapezing": 364, "\"swinging legs\"": 343, "hoverboarding": 157, "\"playing violin\"": 250, "\"wrapping present\"": 394, "\"blowing nose\"": 26, "\"kicking field goal\"": 174, "\"picking fruit\"": 214, "\"swinging on something\"": 344, "\"giving or receiving award\"": 140, "\"planting trees\"": 215, "\"water skiing\"": 383, "\"washing dishes\"": 379, "\"punching bag\"": 258, "\"massaging legs\"": 195, "\"throwing axe\"": 356, "\"salsa dancing\"": 283, "bookbinding": 29, "\"tying tie\"": 370, "\"skiing crosscountry\"": 309, "\"shining shoes\"": 295, "\"making snowman\"": 189, "\"front raises\"": 134, "\"doing nails\"": 97, "\"massaging feet\"": 194, "\"playing drums\"": 230, "smoking": 316, "\"punching person (boxing)\"": 259, "cartwheeling": 45, "\"passing American football (in game)\"": 208, "\"shaking hands\"": 288, "plastering": 216, "\"watering plants\"": 385, "kissing": 176, "slapping": 314, "\"playing harmonica\"": 233, "welding": 391, "\"smoking hookah\"": 317, "\"scrambling eggs\"": 285, "\"cooking chicken\"": 70, "\"pushing car\"": 261, "\"opening bottle\"": 203, "\"cooking sausages\"": 73, "\"catching or throwing baseball\"": 48, "\"swimming breast stroke\"": 340, "digging": 90, "\"playing xylophone\"": 252, "\"doing aerobics\"": 95, "\"playing trombone\"": 247, "knitting": 178, "\"waiting in line\"": 377, "\"tossing salad\"": 362, "squat": 330, "vault": 376, "\"using segway\"": 375, "\"crawling baby\"": 77, "\"reading book\"": 264, "motorcycling": 199, "barbequing": 14, "\"cleaning floor\"": 60, "\"playing cello\"": 223, "drawing": 98, "auctioning": 9, "\"carrying baby\"": 44, "\"diving cliff\"": 93, "busking": 41, "\"cutting watermelon\"": 83, "\"scuba diving\"": 286, "\"riding mechanical bull\"": 270, "\"making tea\"": 191, "\"playing tennis\"": 246, "crying": 79, "\"dunking basketball\"": 107, "\"cracking neck\"": 76, "\"arranging flowers\"": 7, "\"building shed\"": 39, "\"golf chipping\"": 141, "\"tasting food\"": 353, "\"shaving head\"": 292, "\"answering questions\"": 2, "\"climbing tree\"": 68, "\"skipping rope\"": 311, "kitesurfing": 177, "\"juggling fire\"": 170, "laughing": 180, "paragliding": 205, "\"contact juggling\"": 69, "slacklining": 313, "\"arm wrestling\"": 6, "\"making a cake\"": 184, "\"finger snapping\"": 127, "\"grooming horse\"": 146, "\"opening present\"": 204, "\"tapping pen\"": 351, "singing": 304, "\"shot put\"": 298, "\"cleaning toilet\"": 64, "\"spinning poi\"": 326, "\"setting table\"": 287, "\"tying knot (not on a tie)\"": 369, "\"blowing glass\"": 24, "\"eating chips\"": 112, "\"tap dancing\"": 349, "\"climbing a rope\"": 66, "\"brush painting\"": 35, "\"chopping wood\"": 56, "\"stretching leg\"": 334, "\"petting animal (not cat)\"": 212, "\"baking cookies\"": 11, "\"stretching arm\"": 333, "beatboxing": 16, "jetskiing": 167, "\"bending metal\"": 21, "sneezing": 319, "\"folding clothes\"": 131, "\"sled dog racing\"": 315, "\"tapping guitar\"": 350, "\"bouncing on trampoline\"": 30, "\"waxing eyebrows\"": 388, "\"air drumming\"": 1, "\"kicking soccer ball\"": 175, "\"washing hair\"": 381, "\"riding mule\"": 272, "\"blowing leaves\"": 25, "\"strumming guitar\"": 335, "\"playing cards\"": 222, "snowkiting": 323, "\"playing bass guitar\"": 221, "\"applying cream\"": 4, "\"shooting basketball\"": 296, "\"walking the dog\"": 378, "\"triple jump\"": 367, "\"shearing sheep\"": 294, "\"clay pottery making\"": 58, "\"bungee jumping\"": 40, "\"unloading truck\"": 372, "\"shuffling cards\"": 301, "\"shooting goal (soccer)\"": 297, "\"tango dancing\"": 348, "\"side kick\"": 302, "\"grinding meat\"": 144, "yoga": 398, "\"hammer throw\"": 148, "\"changing oil\"": 52, "\"checking tires\"": 54, "parkour": 207, "\"eating cake\"": 110, "\"skiing slalom\"": 310, "\"juggling soccer ball\"": 171, "whistling": 392, "\"feeding birds\"": 123, "\"playing volleyball\"": 251, "\"swing dancing\"": 342, "\"skiing (not slalom or crosscountry)\"": 308, "lunge": 183, "\"disc golfing\"": 92, "\"clean and jerk\"": 59, "\"playing guitar\"": 232, "\"baby waking up\"": 10, "\"playing harp\"": 234} \ No newline at end of file diff --git a/lime/lime_video.py b/lime/lime_video.py new file mode 100644 index 000000000..f55391a07 --- /dev/null +++ b/lime/lime_video.py @@ -0,0 +1,271 @@ +""" +Functions for explaining classifiers that use Video data. +""" +import copy +from functools import partial + +import numpy as np +import sklearn +from sklearn.utils import check_random_state +from skimage.color import gray2rgb +from tqdm.auto import tqdm + + +from . import lime_base +from .wrappers.scikit_image import SegmentationAlgorithm + +def segment_video(video): + """ + Applies the quicksift segmentation algorithm to the video. This simply treats each frame as an image. + Args: + video (np.array): video with shape (T, H, W, C) + """ + segment_frame = SegmentationAlgorithm('quickshift', kernel_size=4, max_dist=200, ratio=0.2) + return np.stack([segment_frame(frame) for frame in video]) + + +class VideoExplanation(object): + def __init__(self, video, segments): + """Init function. + + Args: + video: 4d numpy array + segments: 3d numpy array, with the output from skimage.segmentation + """ + self.video = video + self.segments = segments + self.intercept = {} + self.local_exp = {} + self.local_pred = {} + self.score = {} + + def get_image_and_mask(self, label, positive_only=True, negative_only=False, hide_rest=False, + num_features=5, min_weight=0.): + """Init function. + + Args: + label: label to explain + positive_only: if True, only take superpixels that positively contribute to + the prediction of the label. + negative_only: if True, only take superpixels that negatively contribute to + the prediction of the label. If false, and so is positive_only, then both + negativey and positively contributions will be taken. + Both can't be True at the same time + hide_rest: if True, make the non-explanation part of the return + image gray + num_features: number of superpixels to include in explanation + min_weight: minimum weight of the superpixels to include in explanation + + Returns: + (image, mask), where image is a 3d numpy array and mask is a 2d + numpy array that can be used with + skimage.segmentation.mark_boundaries + """ + if label not in self.local_exp: + raise KeyError('Label not in explanation') + if positive_only & negative_only: + raise ValueError("Positive_only and negative_only cannot be true at the same time.") + segments = self.segments + image = self.video + exp = self.local_exp[label] + mask = np.zeros(segments.shape, segments.dtype) + if hide_rest: + temp = np.zeros(self.video.shape) + else: + temp = self.video.copy() + if positive_only: + fs = [x[0] for x in exp + if x[1] > 0 and x[1] > min_weight][:num_features] + if negative_only: + fs = [x[0] for x in exp + if x[1] < 0 and abs(x[1]) > min_weight][:num_features] + if positive_only or negative_only: + for f in fs: + temp[segments == f] = image[segments == f].copy() + mask[segments == f] = 1 + return temp, mask + else: + for f, w in exp[:num_features]: + if np.abs(w) < min_weight: + continue + c = 0 if w < 0 else 1 + mask[segments == f] = -1 if w < 0 else 1 + temp[segments == f] = image[segments == f].copy() + temp[segments == f, c] = np.max(image) + return temp, mask + + +class LimeVideoExplainer(object): + """Explains predictions on Video (i.e. matrix) data. + For numerical features, perturb them by sampling from a Normal(0,1) and + doing the inverse operation of mean-centering and scaling, according to the + means and stds in the training data. For categorical features, perturb by + sampling according to the training distribution, and making a binary + feature that is 1 when the value is the same as the instance being + explained.""" + + def __init__(self, kernel_width=.25, kernel=None, verbose=False, + feature_selection='auto', random_state=None): + """Init function. + + Args: + kernel_width: kernel width for the exponential kernel. + If None, defaults to sqrt(number of columns) * 0.75. + kernel: similarity kernel that takes euclidean distances and kernel + width as input and outputs weights in (0,1). If None, defaults to + an exponential kernel. + verbose: if true, print local prediction values from linear model + feature_selection: feature selection method. can be + 'forward_selection', 'lasso_path', 'none' or 'auto'. + See function 'explain_instance_with_data' in lime_base.py for + details on what each of the options does. + random_state: an integer or numpy.RandomState that will be used to + generate random numbers. If None, the random state will be + initialized using the internal numpy seed. + """ + kernel_width = float(kernel_width) + + if kernel is None: + def kernel(d, kernel_width): + return np.sqrt(np.exp(-(d ** 2) / kernel_width ** 2)) + + kernel_fn = partial(kernel, kernel_width=kernel_width) + + self.random_state = check_random_state(random_state) + self.feature_selection = feature_selection + self.base = lime_base.LimeBase(kernel_fn, verbose, random_state=self.random_state) + + def explain_instance(self, video, classifier_fn, labels=(1,), + hide_color=None, + top_labels=5, num_features=100000, num_samples=1000, + batch_size=10, + segmentation_fn=None, + distance_metric='cosine', + model_regressor=None, + random_seed=None, + progress_bar=True): + """Generates explanations for a prediction. + + First, we generate neighborhood data by randomly perturbing features + from the instance (see __data_inverse). We then learn locally weighted + linear models on this neighborhood data to explain each of the classes + in an interpretable way (see lime_base.py). + + Args: + video: 4 dimension RGB video of T x H x W x 3. If this is only two dimensional, + we will assume it's a grayscale image and call gray2rgb. + classifier_fn: classifier prediction probability function, which + takes a numpy array and outputs prediction probabilities. For + ScikitClassifiers , this is classifier.predict_proba. + labels: iterable with labels to be explained. + hide_color: If not None, will hide superpixels with this color. + Otherwise, use the mean pixel color of the image. + top_labels: if not None, ignore labels and produce explanations for + the K labels with highest prediction probabilities, where K is + this parameter. + num_features: maximum number of features present in explanation + num_samples: size of the neighborhood to learn the linear model + batch_size: batch size for model predictions + distance_metric: the distance metric to use for weights. + model_regressor: sklearn regressor to use in explanation. Defaults + to Ridge regression in LimeBase. Must have model_regressor.coef_ + and 'sample_weight' as a parameter to model_regressor.fit() + segmentation_fn: SegmentationAlgorithm, wrapped skimage + segmentation function + random_seed: integer used as random seed for the segmentation + algorithm. If None, a random integer, between 0 and 1000, + will be generated using the internal random number generator. + progress_bar: if True, show tqdm progress bar. + + Returns: + An VideoExplanation object (see lime_video.py) with the corresponding + explanations. + """ + if len(video.shape) == 3: + video = np.stack([gray2rgb(frame) for frame in video]) + if random_seed is None: + random_seed = self.random_state.randint(0, high=1000) + + if segmentation_fn is None: + segmentation_fn = segment_video + + segments = segmentation_fn(video) + + fudged_video = video.copy() + if hide_color is None: + for frame, fudged_frame, frame_segments in zip(video, fudged_video, segments): + for x in np.unique(frame_segments): + fudged_frame[frame_segments == x] = frame[frame_segments == x].mean(dim=0) + else: + fudged_video[:] = hide_color + + top = labels + + data, labels = self.data_labels(video, fudged_video, segments, + classifier_fn, num_samples, + batch_size=batch_size, + progress_bar=progress_bar) + + distances = sklearn.metrics.pairwise_distances( + data, + data[0].reshape(1, -1), + metric=distance_metric + ).ravel() + + ret_exp = VideoExplanation(video, segments) + if top_labels: + top = np.argsort(labels[0])[-top_labels:] + ret_exp.top_labels = list(top) + ret_exp.top_labels.reverse() + for label in top: + (ret_exp.intercept[label], + ret_exp.local_exp[label], + ret_exp.score[label], + ret_exp.local_pred[label]) = self.base.explain_instance_with_data( + data, labels, distances, label, num_features, + model_regressor=model_regressor, + feature_selection=self.feature_selection) + return ret_exp + + def data_labels(self, + video, + fudged_video, + segments, + classifier_fn, + num_samples, + batch_size=10, + progress_bar=True): + """Generates videos and predictions in the neighborhood of this video. + + Args: + video: 4d numpy array the video + fudged_video: 4d numpy array, video to replace original video when + superpixel is turned off + segments: segmentation of the video + classifier_fn: function that takes a batch of videos and returns a + matrix of prediction probabilities + num_samples: size of the neighborhood to learn the linear model + batch_size: classifier_fn will be called on batches of this size. + progress_bar: if True, show tqdm progress bar. + + Returns: + A tuple (data, labels), where: + data: dense num_samples * num_superpixels + labels: prediction probabilities matrix + """ + n_features = np.unique(segments).shape[0] + data = self.random_state.randint(0, 2, num_samples * n_features)\ + .reshape((num_samples, n_features)) + labels = [] + data[0, :] = 1 + rows = tqdm(data) if progress_bar else data + for row in rows: + temp = copy.deepcopy(video) + zeros = np.where(row == 0)[0] + mask = np.zeros(segments.shape).astype(bool) + for z in zeros: + mask[segments == z] = True + temp[mask] = fudged_video[mask] + preds = classifier_fn(temp) + labels.extend(preds) + return data, np.stack(labels)