{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# COCO Reader\n", "\n", "This reader operator reads a COCO dataset, or subset of COCO, which consists of an annotation file and the images directory.\n", "\n", "The `DALI_EXTRA_PATH` environment variable should point to the location where data from [DALI extra repository](https://github.com/NVIDIA/DALI_extra) is downloaded.\n", "\n", "**Important**: Ensure that you check out the correct release tag that corresponds to the installed version of DALI." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from nvidia.dali.pipeline import Pipeline\n", "import nvidia.dali.fn as fn\n", "import nvidia.dali.types as types\n", "import numpy as np\n", "import os.path\n", "\n", "test_data_root = os.environ['DALI_EXTRA_PATH']\n", "file_root = os.path.join(test_data_root, 'db', 'coco', 'images')\n", "annotations_file = os.path.join(test_data_root, 'db', 'coco', 'instances.json')\n", "batch_size = 16" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "pipe = Pipeline(batch_size=batch_size, num_threads=4, device_id=0)\n", "with pipe:\n", " jpegs, bboxes, labels, polygons, vertices = fn.readers.coco(\n", " file_root=file_root,\n", " annotations_file=annotations_file,\n", " polygon_masks=True,\n", " ratio=True)\n", " images = fn.decoders.image(jpegs, device=\"mixed\", output_type=types.RGB)\n", " pipe.set_outputs(images, bboxes, labels, polygons, vertices) " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "pipe.build()\n", "pipe_out = pipe.run() \n", "\n", "images_cpu = pipe_out[0].as_cpu()\n", "bboxes_cpu = pipe_out[1]\n", "labels_cpu = pipe_out[2]\n", "polygons_cpu = pipe_out[3]\n", "vertices_cpu = pipe_out[4]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The operator returns bounding boxes as 2D arrays of `float`. The inner dimension contains `[x, y, width, height]` by default. When `ltrb` parameter is set to `True`, the inner dimesion contains `[left, top, right, bottom]`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Bounding box (x=0.125, y=0.1794569045305252, width=0.3226562440395355, height=0.46871310472488403), label=1\n" ] } ], "source": [ "bboxes = bboxes_cpu.at(4)\n", "labels = labels_cpu.at(4)\n", "for bbox, label in zip(bboxes, labels):\n", " x, y, width, height = bbox\n", " print(f\"Bounding box (x={x}, y={y}, width={width}, height={height}), label={label}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The mask polygons are defined by two outputs: polygons and vertices. Each entry in polygons contains three integers, representing the mask index that the polygon belongs to, the start vertex index and one past the last vertex index that belongs to the polygon. Each entry in vertices contains coordinates (x, y) representing a polygon vertex." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "(1, 3) (26, 2)\n" ] } ], "source": [ "polygons = polygons_cpu.at(4)\n", "vertices = vertices_cpu.at(4)\n", "print(polygons.shape, vertices.shape)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Polygon belonging to mask index 0 containing 26 vertices:\nVertex 0: x=0.17783120274543762, y=0.23328186571598053\nVertex 1: x=0.1417735069990158, y=0.29483649134635925\nVertex 2: x=0.12574785947799683, y=0.38767293095588684\nVertex 3: x=0.13042201101779938, y=0.48959121108055115\nVertex 4: x=0.15646366775035858, y=0.572336733341217\nVertex 5: x=0.19853098690509796, y=0.6238003969192505\nVertex 6: x=0.23392093181610107, y=0.6490277647972107\nVertex 7: x=0.3073717951774597, y=0.6460005044937134\nVertex 8: x=0.36479702591896057, y=0.6449913382530212\nVertex 9: x=0.41554489731788635, y=0.6016004085540771\nVertex 10: x=0.4435897469520569, y=0.5097730755805969\nVertex 11: x=0.44826388359069824, y=0.4018002450466156\nVertex 12: x=0.43223825097084045, y=0.31199103593826294\nVertex 13: x=0.39684829115867615, y=0.24034550786018372\nVertex 14: x=0.35611647367477417, y=0.20502729713916779\nVertex 15: x=0.3213942348957062, y=0.20200002193450928\nVertex 16: x=0.2986912429332733, y=0.20300911366939545\nVertex 17: x=0.30069443583488464, y=0.18585455417633057\nVertex 18: x=0.2960202991962433, y=0.17980000376701355\nVertex 19: x=0.2873397469520569, y=0.17980000376701355\nVertex 20: x=0.28600427508354187, y=0.1848454624414444\nVertex 21: x=0.2873397469520569, y=0.19695456326007843\nVertex 22: x=0.2893429398536682, y=0.20401820540428162\nVertex 23: x=0.2893429398536682, y=0.20906366407871246\nVertex 24: x=0.22123396396636963, y=0.22621823847293854\nVertex 25: x=0.21589210629463196, y=0.22016368806362152\n" ] } ], "source": [ "for polygon in polygons:\n", " mask_idx, start_vertex, end_vertex = polygon\n", " nvertices = end_vertex - start_vertex\n", " print(f\"Polygon belonging to mask index {mask_idx} containing {nvertices} vertices:\")\n", " polygon_vertices = vertices[start_vertex:end_vertex]\n", " for vertex_id in range(nvertices):\n", " x, y = vertices[vertex_id]\n", " print(f\"Vertex {vertex_id}: x={x}, y={y}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To visualize the ground truth bounding boxes and mask polygons on the image do:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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