{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## yt-dlp" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[youtube] Extracting URL: https://www.youtube.com/watch?v=MeIr__26dAw\n", "[youtube] MeIr__26dAw: Downloading webpage\n", "[youtube] MeIr__26dAw: Downloading ios player API JSON\n", "[youtube] MeIr__26dAw: Downloading android player API JSON\n", "[youtube] MeIr__26dAw: Downloading m3u8 information\n", "[info] MeIr__26dAw: Downloading 1 format(s): 302+251\n", "[download] ..\\data\\youtube\\bluearchive\\Let's Go!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!.webm has already been downloaded\n" ] } ], "source": [ "!yt-dlp -o \"../data/youtube/bluearchive/%(title)s.%(ext)s\" https://www.youtube.com/watch?v=MeIr__26dAw" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ffmpeg" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ffmpeg version 6.1.1 Copyright (c) 2000-2023 the FFmpeg developers\n", " built with clang version 17.0.6\n", " configuration: --prefix=/d/bld/ffmpeg_1705436951673/_h_env/Library --cc=clang.exe --cxx=clang++.exe --nm=llvm-nm --ar=llvm-ar --disable-doc --disable-openssl --enable-demuxer=dash --enable-hardcoded-tables --enable-libfreetype --enable-libharfbuzz --enable-libfontconfig --enable-libopenh264 --enable-libdav1d --ld=lld-link --target-os=win64 --enable-cross-compile --toolchain=msvc --host-cc=clang.exe --extra-libs=ucrt.lib --extra-libs=vcruntime.lib --extra-libs=oldnames.lib --strip=llvm-strip --disable-stripping --host-extralibs= --disable-libopenvino --enable-gpl --enable-libx264 --enable-libx265 --enable-libaom --enable-libsvtav1 --enable-libxml2 --enable-pic --enable-shared --disable-static --enable-version3 --enable-zlib --enable-libopus --pkg-config=/d/bld/ffmpeg_1705436951673/_build_env/Library/bin/pkg-config\n", " libavutil 58. 29.100 / 58. 29.100\n", " libavcodec 60. 31.102 / 60. 31.102\n", " libavformat 60. 16.100 / 60. 16.100\n", " libavdevice 60. 3.100 / 60. 3.100\n", " libavfilter 9. 12.100 / 9. 12.100\n", " libswscale 7. 5.100 / 7. 5.100\n", " libswresample 4. 12.100 / 4. 12.100\n", " libpostproc 57. 3.100 / 57. 3.100\n", "Input #0, matroska,webm, from '../data/youtube/bluearchive/Let's Go!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!.webm':\n", " Metadata:\n", " ENCODER : Lavf60.16.100\n", " Duration: 00:00:08.05, start: 0.000000, bitrate: 924 kb/s\n", " Stream #0:0(eng): Video: vp9 (Profile 0), yuv420p(tv, bt709), 1280x720, SAR 1:1 DAR 16:9, 60 fps, 60 tbr, 1k tbn (default)\n", " Metadata:\n", " DURATION : 00:00:08.000000000\n", " Stream #0:1(eng): Audio: opus, 48000 Hz, stereo, fltp (default)\n", " Metadata:\n", " DURATION : 00:00:08.048000000\n", "Stream mapping:\n", " Stream #0:0 -> #0:0 (vp9 (native) -> png (native))\n", "Press [q] to stop, [?] for help\n", "Output #0, image2, to '../data/raw/MeIr__26dAw/frame_%d.png':\n", " Metadata:\n", " encoder : Lavf60.16.100\n", " Stream #0:0(eng): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 1280x720 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 1 fps, 1 tbn (default)\n", " Metadata:\n", " DURATION : 00:00:08.000000000\n", " encoder : Lavc60.31.102 png\n", "frame= 0 fps=0.0 q=0.0 size= 0kB time=N/A bitrate=N/A speed=N/A \n", "[out#0/image2 @ 00000225BAD1F500] video:2157kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\n", "frame= 8 fps=0.0 q=-0.0 Lsize=N/A time=00:00:07.00 bitrate=N/A speed=44.6x \n" ] } ], "source": [ "!ffmpeg -i \"../data/youtube/bluearchive/Let's Go!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!.webm\" -vf \"fps=1\" \"../data/raw/MeIr__26dAw/frame_%d.png\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Caption" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "27.0% that image 0 is 'a photo of 2 cats'\n" ] } ], "source": [ "from PIL import Image\n", "import requests\n", "from transformers import AutoProcessor, AutoModel\n", "import torch\n", "\n", "model = AutoModel.from_pretrained(\"google/siglip-base-patch16-256-i18n\")\n", "processor = AutoProcessor.from_pretrained(\"google/siglip-base-patch16-256-i18n\")\n", "\n", "url = \"http://images.cocodataset.org/val2017/000000039769.jpg\"\n", "image = Image.open(requests.get(url, stream=True).raw)\n", "\n", "texts = [\"a photo of 2 cats\", \"a photo of 2 dogs\"]\n", "inputs = processor(text=texts, images=image, padding=\"max_length\", return_tensors=\"pt\")\n", "\n", "with torch.no_grad():\n", " outputs = model(**inputs)\n", "\n", "logits_per_image = outputs.logits_per_image\n", "probs = torch.sigmoid(logits_per_image) # these are the probabilities\n", "print(f\"{probs[0][0]:.1%} that image 0 is '{texts[0]}'\")\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Text: a cat, Similarity: tensor([0.0169], device='cuda:0')\n", "Text: a sheep, Similarity: tensor([0.0987], device='cuda:0')\n", "Text: a sheep monstar, Similarity: tensor([0.1161], device='cuda:0')\n", "Text: a laughing ball-shaped sheep monster with brown skin and white wool, Similarity: tensor([0.1703], device='cuda:0')\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import torch\n", "\n", "from transformers import AutoProcessor, AutoModel\n", "from PIL import Image\n", "\n", "# Ensure the model and tensors are on the same device\n", "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", "\n", "image_path = \"../data_examples/lamball_image.webp\"\n", "image = Image.open(image_path)\n", "\n", "plt.imshow(image)\n", "plt.axis('off')\n", "plt.show()\n", "\n", "model = AutoModel.from_pretrained(\"google/siglip-base-patch16-256-i18n\").to(device)\n", "processor = AutoProcessor.from_pretrained(\"google/siglip-base-patch16-256-i18n\")\n", "\n", "def word_processor(word):\n", " inputs = processor(text=word, return_tensors=\"pt\", padding=\"max_length\", truncation=True).to(device)\n", " with torch.no_grad():\n", " embedding = model.get_text_features(**inputs)\n", " embedding /= embedding.norm(dim=-1, keepdim=True)\n", " return embedding\n", "\n", "def image_processor(image):\n", " inputs = processor(images=image, return_tensors=\"pt\").to(device)\n", " with torch.no_grad():\n", " embedding = model.get_image_features(**inputs)\n", " embedding /= embedding.norm(dim=-1, keepdim=True)\n", " return embedding\n", "\n", "def get_similarity(processed_text, processed_image):\n", " return torch.nn.functional.cosine_similarity(processed_text, processed_image, dim=-1)\n", "\n", "processed_image = image_processor(image)\n", "texts = [\n", " \"a cat\",\n", " \"a sheep\",\n", " \"a sheep monstar\",\n", " \"a laughing ball-shaped sheep monster with brown skin and white wool\"\n", "]\n", "for text in texts:\n", " processed_text = word_processor(text)\n", " print(f\"Text: {text}, Similarity: {get_similarity(processed_text, processed_image)}\")\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## RGBA" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Red channel:\n", "tensor([[0.0000],\n", " [0.9294]])\n", "Green channel:\n", "tensor([[0.0000],\n", " [0.1098]])\n", "Blue channel:\n", "tensor([[0.0000],\n", " [0.1412]])\n", "Alpha channel:\n", "tensor([[0.],\n", " [1.]])\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from PIL import Image\n", "from torchvision import transforms\n", "\n", "\n", "def show_rgba(image_path):\n", " # See RGBA data\n", " image = Image.open(image_path)\n", " to_tensor = transforms.ToTensor()\n", " tensor = to_tensor(image)\n", "\n", " for i, color in enumerate(['Red', 'Green', 'Blue', 'Alpha']):\n", " print(f\"{color} channel:\")\n", " print(tensor[i])\n", " plt.imshow(tensor.permute(1, 2, 0))\n", " plt.axis('off')\n", " plt.show()\n", "\n", "\n", "show_rgba('../data_examples/transparent_indonesia_flag.png')\n", "# Alpha channel: tensor([[0.], [1.]]). It means alpha 0 is transparent.\n" ] } ], "metadata": { "kernelspec": { "display_name": "pokemon-pal", "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 2 }