notebooks/fishyscapes.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "j6rf5f9Dc59o"
      },
      "source": [
        "# Fishyscapes Anomaly Detection Benchmark\n",
        "\n",
        "Fishyscapes is a benchmark for anomaly detection in semantic segmentation. The benchmark is available as part of the **Bayesian Deep Learning Benchmarks** (BDL Benchmarks or `bdlb` for short). BDL Benchmarks is an open-source framework that aims to bridge the gap between the design of deep probabilistic machine learning models and their application to real-world problems, hosted on [GitHub](https://github.com/OATML/bdl-benchmarks).\n",
        "\n",
        "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
        "  <td>\n",
        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/hermannsblum/bdl-benchmark/blob/master/notebooks/fishyscapes.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
        "  </td>\n",
        "  <td>\n",
        "    <a target=\"_blank\" href=\"https://github.com/hermannsblum/bdl-benchmark/blob/master/notebooks/fishyscapes.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
        "  </td>\n",
        "</table>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "cellView": "form",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 170
        },
        "colab_type": "code",
        "id": "UGqiBYYFc59q",
        "outputId": "180196e8-f233-430c-f2eb-32738ad186ef"
      },
      "outputs": [],
      "source": [
        "#@title Dependencies & Prerequisites\n",
        "!pip3 install --quiet tensorflow-gpu\n",
        "!pip3 install --quiet --upgrade git+https://github.com/hermannsblum/bdl-benchmark.git"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "cellView": "form",
        "colab": {},
        "colab_type": "code",
        "id": "FZE5hdRoc59u"
      },
      "outputs": [],
      "source": [
        "#@title Imports and Setup\n",
        "import bdlb\n",
        "import tensorflow_datasets as tfds\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "%matplotlib inline\n",
        "\n",
        "def visualize_tfdataset(tfdataset, num_samples):\n",
        "  \"\"\"Visualizes `num_samples` from the `tfdataset`.\"\"\"\n",
        "  \n",
        "  fig, axs = plt.subplots(num_samples, 2, figsize=(7, 2*num_samples))\n",
        "  for i, blob in enumerate(tfdataset.take(num_samples)):\n",
        "    image = blob['image_left'].numpy()\n",
        "    mask = blob['mask'].numpy()\n",
        "    axs[i][0].imshow(image.astype('int'))\n",
        "    axs[i][0].axis(\"off\")\n",
        "    axs[i][0].set(title=\"Image\")\n",
        "    # map 255 to 2 such that difference between labels is better visible\n",
        "    mask[mask == 255] = 2\n",
        "    axs[i][1].imshow(mask[..., 0])\n",
        "    axs[i][1].axis(\"off\")\n",
        "    axs[i][1].set(title=\"Mask\")\n",
        "  fig.show()"
      ]
    },
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        "colab_type": "code",
        "id": "5N01KaCBc59x",
        "outputId": "dce931e8-0a9a-4192-9b9f-0fc9c18aaa63"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "2022-05-01 10:46:26.579715: W tensorflow/core/platform/cloud/google_auth_provider.cc:184] All attempts to get a Google authentication bearer token failed, returning an empty token. Retrieving token from files failed with \"NOT_FOUND: Could not locate the credentials file.\". Retrieving token from GCE failed with \"FAILED_PRECONDITION: Error executing an HTTP request: libcurl code 6 meaning 'Couldn't resolve host name', error details: Could not resolve host: metadata\".\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1mDownloading and preparing dataset Unknown size (download: Unknown size, generated: Unknown size, total: Unknown size) to /home/codespace/tensorflow_datasets/fishyscapes/LostAndFound/1.0.0...\u001b[0m\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Dl Size...: 100%|██████████| 14/14 [00:00<00:00, 26.02 MiB/s]/s]\n",
            "Dl Completed...: 100%|██████████| 4/4 [00:00<00:00,  7.40 url/s]\n",
            "Extraction completed...: 100%|██████████| 4/4 [00:00<00:00,  9.87 file/s]\n",
            "WARNING:absl:Using custom data configuration fishyscapes\n",
            "Dl Size...: 100%|██████████| 5570/5570 [01:19<00:00, 70.39 MiB/s]\n",
            "Dl Completed...: 100%|██████████| 2/2 [01:19<00:00, 39.57s/ url]\n",
            "Extraction completed...: 100%|██████████| 2/2 [01:34<00:00, 47.27s/ file]\n",
            "                                                                        "
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1mDataset fishyscapes downloaded and prepared to /home/codespace/tensorflow_datasets/fishyscapes/LostAndFound/1.0.0. Subsequent calls will reuse this data.\u001b[0m\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "\r"
          ]
        }
      ],
      "source": [
        "fs = bdlb.load(benchmark=\"fishyscapes\", download_and_prepare=False)\n",
        "fs.download_and_prepare('LostAndFound')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "kjjgtvelc591"
      },
      "source": [
        "## Accessing and Visualizing the Dataset"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "colab_type": "code",
        "id": "_VWuvV4Wc592",
        "outputId": "23e8d843-cf3f-4e92-b5b9-831b8fc7f18d"
      },
      "outputs": [
        {
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",
            "text/plain": [
              "<Figure size 504x720 with 10 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "# load the dataset, there is only a validation dataset\n",
        "ds = tfds.load('fishyscapes/LostAndFound', split='validation')\n",
        "visualize_tfdataset(ds, 5)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "6QuZZ6fOc596"
      },
      "source": [
        "There are 3 different labels in the Fishyscapes Lost & Found dataset:  \n",
        "- anomaly (any anomalous object)\n",
        "- in-distribution (any object or background class that fits into one of the definitions of the [cityscapes classes](https://www.cityscapes-dataset.com/dataset-overview/#labeling-policy))\n",
        "- void (does not exactly fit to cityscapes classes, but could still be found in cityscapes training images, most often labelled also as void there).\n",
        "\n",
        "The images were labelled to strictly satisfy the definitions of the first two classes. Applying a coarse labelling that means that some pixels that are labelled void can also belong to the first two classes. In evaluation, we ignore all pixels that are labelled as void.\n",
        "\n",
        "## Evaluate your Method"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 296
        },
        "colab_type": "code",
        "id": "QJy_N4z_c597",
        "outputId": "7f294ad5-c9cb-4303-aa54-609f7181e679"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 2/2 [00:00<00:00,  5.20it/s]\n"
          ]
        },
        {
          "data": {
            "image/png": 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            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "import tensorflow as tf\n",
        "import matplotlib.pyplot as plt\n",
        "%matplotlib inline\n",
        "\n",
        "def estimator(image):\n",
        "    \"\"\"Assigns a random uncertainty per pixel.\"\"\"\n",
        "    uncertainty = tf.random.uniform(image.shape[:-1])\n",
        "    return uncertainty\n",
        "\n",
        "fs = bdlb.load(benchmark=\"fishyscapes\", download_and_prepare=False)\n",
        "metrics = fs.evaluate(estimator, ds.take(2))\n",
        "\n",
        "plt.plot(metrics['recall'], metrics['precision'])\n",
        "plt.xlabel('recall')\n",
        "plt.ylabel('precision')\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {},
        "colab_type": "code",
        "id": "eLJXuDr4c59-"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "colab": {
      "name": "fishyscapes.ipynb",
      "provenance": [],
      "toc_visible": true
    },
    "interpreter": {
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    },
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      "display_name": "bdlb",
      "language": "python",
      "name": "python3"
    },
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      "codemirror_mode": {
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      "file_extension": ".py",
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