diff --git "a/dronescapes_viewer.ipynb" "b/dronescapes_viewer.ipynb" new file mode 100644--- /dev/null +++ "b/dronescapes_viewer.ipynb" @@ -0,0 +1,141 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "from pathlib import Path\n", + "from dronescapes_reader import MultiTaskDataset\n", + "from pprint import pprint\n", + "from torch.utils.data import DataLoader\n", + "import random\n", + "import numpy as np\n", + "from media_processing_lib.collage_maker import collage_fn\n", + "import matplotlib.pyplot as plt\n", + "\n", + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m[24-05-10 16:17:28 DEBUG]\u001b[0m Building dataset from: '/scratch/sdc/datasets/dronescapes/data/test_set_annotated_only' (multitask_dataset.py:175)\n", + "\u001b[32m[24-05-10 16:17:28 INFO]\u001b[0m Found 116 data points as union of all nodes' data (8 nodes). (multitask_dataset.py:163)\n", + "\u001b[32m[24-05-10 16:17:28 DEBUG]\u001b[0m No explicit tasks provided. Using all of them as read from the paths (8). (multitask_dataset.py:82)\n", + "\u001b[32m[24-05-10 16:17:28 INFO]\u001b[0m Tasks used in this dataset: ['depth_dpt', 'depth_sfm_manual202204', 'edges_dexined', 'normals_sfm_manual202204', 'opticalflow_rife', 'rgb', 'semantic_mask2former_swin_mapillary_converted', 'semantic_segprop8'] (multitask_dataset.py:88)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[MultiTaskDataset]\n", + " - Path: '/scratch/sdc/datasets/dronescapes/data/test_set_annotated_only'\n", + " - Only full data: False\n", + " - Representations (8): [NpzRepresentation(depth_dpt), NpzRepresentation(depth_sfm_manual202204), NpzRepresentation(edges_dexined), NpzRepresentation(normals_sfm_manual202204), NpzRepresentation(opticalflow_rife), NpzRepresentation(rgb), NpzRepresentation(semantic_mask2former_swin_mapillary_converted), NpzRepresentation(semantic_segprop8)]\n", + " - Length: 116\n", + "== Shapes ==\n", + "{'depth_dpt': torch.Size([540, 960]),\n", + " 'depth_sfm_manual202204': torch.Size([540, 960]),\n", + " 'edges_dexined': torch.Size([540, 960]),\n", + " 'normals_sfm_manual202204': torch.Size([540, 960, 3]),\n", + " 'opticalflow_rife': torch.Size([540, 960, 2]),\n", + " 'rgb': torch.Size([540, 960, 3]),\n", + " 'semantic_mask2former_swin_mapillary_converted': torch.Size([540, 960]),\n", + " 'semantic_segprop8': torch.Size([540, 960])}\n" + ] + } + ], + "source": [ + "reader = MultiTaskDataset(\"data/test_set_annotated_only\", handle_missing_data=\"fill_none\")\n", + "print(reader)\n", + "print(\"== Shapes ==\")\n", + "pprint(reader.data_shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "== Random loaded item ==\n", + "{'depth_dpt': (540, 960, 3),\n", + " 'depth_sfm_manual202204': (540, 960, 3),\n", + " 'edges_dexined': (540, 960, 3),\n", + " 'normals_sfm_manual202204': (540, 960, 3),\n", + " 'opticalflow_rife': (540, 960, 3),\n", + " 'rgb': (540, 960, 3),\n", + " 'semantic_mask2former_swin_mapillary_converted': (540, 960, 3),\n", + " 'semantic_segprop8': (540, 960, 3)}\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(\"== Random loaded item ==\")\n", + "rand_ix = random.randint(0, len(reader))\n", + "data, name, repr_names = reader[rand_ix] # get a random item\n", + "img_data = {}\n", + "for k, v in data.items():\n", + " img_data[k] = reader.name_to_task[k].plot_fn(v) if v is not None else np.zeros((*reader.data_shape[k][0:2], 3))\n", + "pprint({k: v.shape for k, v in img_data.items()})\n", + "collage = collage_fn(list(img_data.values()), titles=img_data.keys(), size_px=55)\n", + "plt.imshow(collage)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ngc", + "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": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}