BLIP2_Winoground.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QcvGP5f7_3nY"
      },
      "source": [
        "## Install Dependencies and Import"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TeIhqu9__ZB2",
        "outputId": "d735f864-db1c-4a19-ca33-626392cded98"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "Requirement already satisfied: attrs>=17.4.0 in /usr/local/lib/python3.10/dist-packages (from jsonschema>=3.0->altair<5,>=3.2.0->streamlit->salesforce-lavis) (23.1.0)\n",
            "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /usr/local/lib/python3.10/dist-packages (from jsonschema>=3.0->altair<5,>=3.2.0->streamlit->salesforce-lavis) (0.19.3)\n",
            "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.10/dist-packages (from markdown-it-py<3.0.0,>=2.2.0->rich>=10.11.0->streamlit->salesforce-lavis) (0.1.2)\n",
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          ]
        }
      ],
      "source": [
        "!pip install transformers\n",
        "!pip install datasets\n",
        "!pip install salesforce-lavis"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "K_zzRnjIqD-u"
      },
      "outputs": [],
      "source": [
        "import torch\n",
        "from datasets import load_dataset\n",
        "from lavis.models import load_model_and_preprocess\n",
        "from matplotlib import pyplot as plt"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "26CSt5Jk__ei"
      },
      "source": [
        "## Load Winoground and BLIP2-Qformer"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
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        },
        "id": "dyH4My1BAD0h",
        "outputId": "ebc6bff2-a4e5-48ae-f346-fc984fa4e32a"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "90d7ac5d5b384ccd85138751b410bfbe",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading builder script:   0%|          | 0.00/4.58k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "7751f1c33cd54c40bdf95a413e55dbdb",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading readme:   0%|          | 0.00/4.03k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Downloading and preparing dataset winoground/default to /root/.cache/huggingface/datasets/facebook___winoground/default/0.0.0/72585f4d9cd5a28790bb9bc2adbdd45633f36dfbf85df529e0756e114e134285...\n"
          ]
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "26a64076da0c4b47bdedb029733d32c2",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data files:   0%|          | 0/2 [00:00<?, ?it/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "ea9e623b01fb4215a0d3ba1b6ad2ffcd",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data:   0%|          | 0.00/115k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "75e9e6f6c8c54b8e92563cc6eb69f455",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data:   0%|          | 0.00/364M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "ac26f32c27984205a5359a86139e894d",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Extracting data files:   0%|          | 0/2 [00:00<?, ?it/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "9190153c9b9d4b90a8970c63256352e2",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Generating test split: 0 examples [00:00, ? examples/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Dataset winoground downloaded and prepared to /root/.cache/huggingface/datasets/facebook___winoground/default/0.0.0/72585f4d9cd5a28790bb9bc2adbdd45633f36dfbf85df529e0756e114e134285. Subsequent calls will reuse this data.\n"
          ]
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "27ca3f3bda19462ca35f2aff62f42f60",
              "version_major": 2,
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          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "auth_token = \"add your HF authentication token\"\n",
        "winoground = load_dataset(\"facebook/winoground\", use_auth_token=auth_token)[\"test\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
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        "id": "hnHj8-ZkqTUO",
        "outputId": "f3a4d45b-9d7e-4070-d6c5-52233f89c747"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "aeec3113b2384576b661271bcdc50cfa",
              "version_major": 2,
              "version_minor": 0
            },
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          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
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              "version_major": 2,
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            },
            "text/plain": [
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          },
          "metadata": {},
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        },
        {
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              "model_id": "840a226f16794d5ab843c71faeb1056c",
              "version_major": 2,
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            "text/plain": [
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          },
          "metadata": {},
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        },
        {
          "name": "stderr",
          "output_type": "stream",
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          ]
        },
        {
          "data": {
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            },
            "text/plain": [
              "Downloading pytorch_model.bin:   0%|          | 0.00/440M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 699M/699M [00:38<00:00, 18.9MB/s]\n"
          ]
        }
      ],
      "source": [
        "device = torch.device(\"cuda\") if torch.cuda.is_available() else \"cpu\"\n",
        "# loads BLIP-2 pre-trained model\n",
        "model, vis_processors, txt_processors = load_model_and_preprocess(name=\"blip2_feature_extractor\", model_type=\"pretrain_vitL\", is_eval=True, device=device)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "JM7MAnFUCM2E"
      },
      "source": [
        "## Feature Extraction and Cosine Similarity Score"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VK-NcmEfqs69"
      },
      "outputs": [],
      "source": [
        "def get_cos_sim(caption, image):\n",
        "\n",
        "  # Image pre-processing and text tokenization\n",
        "  image = vis_processors[\"eval\"](image).unsqueeze(0).to(device)\n",
        "  text_input = txt_processors[\"eval\"](caption)\n",
        "  sample = {\"image\": image, \"text_input\": [text_input]}\n",
        "\n",
        "  # get predictions\n",
        "  features_image = model.extract_features(sample, mode=\"image\")\n",
        "  features_text = model.extract_features(sample, mode=\"text\")\n",
        "  score = (features_image.image_embeds_proj @ features_text.text_embeds_proj[:,0,:].t()).max()\n",
        "\n",
        "  return score"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DSAms7kEr0UV"
      },
      "source": [
        "## Visualize data and sanity check"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 577
        },
        "id": "xtkrSjfhCdv-",
        "outputId": "adf1514a-e79f-4ebd-a277-539e4b4f7aa5"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "caption_0: some plants surrounding a lightbulb\n",
            "caption_1: a lightbulb surrounding some plants\n",
            "\n",
            " Image-Text match scores:\n",
            "\n",
            "image_0, caption_0: tensor(0.4574, device='cuda:0')\n",
            "image_0, caption_1: tensor(0.4642, device='cuda:0')\n",
            "image_1, caption_0: tensor(0.3500, device='cuda:0')\n",
            "image_1, caption_1: tensor(0.3458, device='cuda:0')\n"
          ]
        }
      ],
      "source": [
        "ax1 = plt.subplot(1, 2, 1)\n",
        "ax1.title.set_text('image_0')\n",
        "plt.imshow(winoground[155][\"image_0\"].convert(\"RGB\"))\n",
        "\n",
        "ax2 = plt.subplot(1, 2, 2)\n",
        "ax2.title.set_text('image_1')\n",
        "plt.imshow(winoground[155][\"image_1\"].convert(\"RGB\"))\n",
        "\n",
        "plt.show()\n",
        "print(\"caption_0:\", winoground[155][\"caption_0\"])\n",
        "print(\"caption_1:\", winoground[155][\"caption_1\"])\n",
        "\n",
        "# Note that some images in winoground are RGBA and some are RGB. Need to convert all to RGB with .convert('RGB')\n",
        "output_c0_i0 = get_cos_sim(winoground[155][\"caption_0\"], winoground[155][\"image_0\"].convert(\"RGB\"))\n",
        "output_c1_i0 = get_cos_sim(winoground[155][\"caption_1\"], winoground[155][\"image_0\"].convert(\"RGB\"))\n",
        "output_c0_i1 = get_cos_sim(winoground[155][\"caption_0\"], winoground[155][\"image_1\"].convert(\"RGB\"))\n",
        "output_c1_i1 = get_cos_sim(winoground[155][\"caption_1\"], winoground[155][\"image_1\"].convert(\"RGB\"))\n",
        "\n",
        "print(\"\\n Image-Text match scores:\\n\")\n",
        "print(\"image_0, caption_0:\", output_c0_i0)\n",
        "print(\"image_0, caption_1:\", output_c1_i0)\n",
        "print(\"image_1, caption_0:\", output_c0_i1)\n",
        "print(\"image_1, caption_1:\", output_c1_i1)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hS35igYrGRfk"
      },
      "source": [
        "## Get image-caption scores from the whole dataset\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QzxMKHOLGUnS",
        "outputId": "5b41081e-bc6b-4a05-840e-5cb76193040b"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 400/400 [03:10<00:00,  2.10it/s]\n"
          ]
        }
      ],
      "source": [
        "from tqdm import tqdm\n",
        "winoground_clip_scores = []\n",
        "for example in tqdm(winoground):\n",
        "  # Note that some images in winoground are RGBA and some are RGB. Need to convert all to RGB with .convert('RGB')\n",
        "  score_c0_i0 = get_cos_sim(example[\"caption_0\"], example[\"image_0\"].convert(\"RGB\"))\n",
        "  score_c1_i0 = get_cos_sim(example[\"caption_1\"], example[\"image_0\"].convert(\"RGB\"))\n",
        "  score_c0_i1 = get_cos_sim(example[\"caption_0\"], example[\"image_1\"].convert(\"RGB\"))\n",
        "  score_c1_i1 = get_cos_sim(example[\"caption_1\"], example[\"image_1\"].convert(\"RGB\"))\n",
        "\n",
        "  winoground_clip_scores.append({\"id\" : example[\"id\"], \"c0_i0\": score_c0_i0, \"c0_i1\": score_c0_i1, \"c1_i0\": score_c1_i0, \"c1_i1\": score_c1_i1})"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0vW99Wb8IR86"
      },
      "source": [
        "# Define the text, image, and group metrics, and compute the overall performance of CLIP"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bOsR6mn1IXB_",
        "outputId": "e6bb20b6-4772-4169-8dc9-090326fa14bb"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "text score: 0.3\n",
            "image score: 0.1075\n",
            "group score: 0.0825\n"
          ]
        }
      ],
      "source": [
        "def text_correct(result):\n",
        "    return result[\"c0_i0\"] > result[\"c1_i0\"] and result[\"c1_i1\"] > result[\"c0_i1\"]\n",
        "\n",
        "def image_correct(result):\n",
        "    return result[\"c0_i0\"] > result[\"c0_i1\"] and result[\"c1_i1\"] > result[\"c1_i0\"]\n",
        "\n",
        "def group_correct(result):\n",
        "    return image_correct(result) and text_correct(result)\n",
        "\n",
        "text_correct_count = 0\n",
        "image_correct_count = 0\n",
        "group_correct_count = 0\n",
        "for result in winoground_clip_scores:\n",
        "  text_correct_count += 1 if text_correct(result) else 0\n",
        "  image_correct_count += 1 if image_correct(result) else 0\n",
        "  group_correct_count += 1 if group_correct(result) else 0\n",
        "\n",
        "denominator = len(winoground_clip_scores)\n",
        "print(\"text score:\", text_correct_count/denominator)\n",
        "print(\"image score:\", image_correct_count/denominator)\n",
        "print(\"group score:\", group_correct_count/denominator)\n"
      ]
    }
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