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"cell_type": "code", + "source": [ + "!pip install faiss-cpu" + ], + "metadata": { + "id": "_4gKYSe3iUnC" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from datasets import load_dataset\n", + "\n", + "dataset = load_dataset(\"jxie/flickr8k\", split=\"train\")\n", + "print(dataset[0])" + ], + "metadata": { + "id": "XE1aP5NWeMm0" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "import torch\n", + "import numpy as np\n", + "from transformers import CLIPProcessor, CLIPModel\n", + "\n", + "# Load CLIP model + processor\n", + "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", + "model = CLIPModel.from_pretrained(\"openai/clip-vit-base-patch32\").to(device)\n", + "processor = CLIPProcessor.from_pretrained(\"openai/clip-vit-base-patch32\")\n", + "\n", + "# Prepare captions (flatten all 5 per image into a list)\n", + "all_captions = []\n", + "for row in dataset:\n", + " all_captions.extend([\n", + " row[\"caption_0\"],\n", + " row[\"caption_1\"],\n", + " row[\"caption_2\"],\n", + " row[\"caption_3\"],\n", + " row[\"caption_4\"],\n", + " ])\n", + "\n", + "# Batch function for images\n", + "def embed_images(images, batch_size=32):\n", + " all_embeds = []\n", + " for i in range(0, len(images), batch_size):\n", + " batch = images[i:i+batch_size]\n", + " inputs = processor(images=batch, return_tensors=\"pt\").to(device)\n", + " with torch.no_grad():\n", + " embeds = model.get_image_features(inputs[\"pixel_values\"])\n", + " all_embeds.append(embeds.cpu())\n", + " return torch.cat(all_embeds, dim=0).numpy()\n", + "\n", + "# Batch function for texts\n", + "def embed_texts(texts, batch_size=64):\n", + " all_embeds = []\n", + " for i in range(0, len(texts), batch_size):\n", + " batch = texts[i:i+batch_size]\n", + " inputs = processor(text=batch, return_tensors=\"pt\", padding=True, truncation=True).to(device)\n", + " with torch.no_grad():\n", + " embeds = model.get_text_features(**inputs)\n", + " all_embeds.append(embeds.cpu())\n", + " return torch.cat(all_embeds, dim=0).numpy()\n", + "\n", + "# Run embeddings\n", + "print(\"Encoding images...\")\n", + "image_embeddings = embed_images(dataset[\"image\"], batch_size=32) # Shape: (8000, 512)\n", + "\n", + "print(\"Encoding captions...\")\n", + "text_embeddings = embed_texts(all_captions, batch_size=64) # Shape: (40000, 512)\n", + "\n", + "print(\"Image embeddings shape:\", image_embeddings.shape)\n", + "print(\"Text embeddings shape:\", text_embeddings.shape)\n", + "\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 444, + "referenced_widgets": [ + "d11f9cd429ab4647b6f40f2c112c5aae", + "85c3446fb35a43379014d769530e9804", + "904eaf55db154511897350ad2d415af7", + "ef3e83c1b4a246ffb84a07d21007bce5", + "755e6e55ee574eec8bf6d0345ced4a7b", + "b75efbec788f4aceb3c7e5e9b3b644a8", + "4090ca7fe1744fe38150835bbc03b247", + "f215d383949b4dd6bfda040089db82d3", + 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