{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import sys\n", "from pathlib import Path\n", "from functools import partial\n", "from pprint import pprint\n", "import random\n", "sys.path.append(Path.cwd().parent.__str__())\n", "from dronescapes_reader import MultiTaskDataset, DepthRepresentation, OpticalFlowRepresentation, SemanticRepresentation\n", "from torch.utils.data import DataLoader\n", "import numpy as np\n", "import torch as tr\n", "from media_processing_lib.collage_maker import collage_fn\n", "from media_processing_lib.image import image_add_title\n", "import matplotlib.pyplot as plt\n", "\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[32m[24-05-13 15:03:00 DEBUG]\u001b[0m Building dataset from: '/scratch/sdc/datasets/dronescapes/scripts/../data/train_set' (multitask_dataset.py:186)\n", "\u001b[32m[24-05-13 15:03:01 INFO]\u001b[0m Found 11664 data points as union of all nodes' data (8 nodes). (multitask_dataset.py:174)\n", "\u001b[32m[24-05-13 15:03:01 DEBUG]\u001b[0m No explicit tasks provided. Using all of them as read from the paths (8). (multitask_dataset.py:86)\n", "\u001b[32m[24-05-13 15:03:01 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:93)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[MultiTaskDataset]\n", " - Path: '/scratch/sdc/datasets/dronescapes/scripts/../data/train_set'\n", " - Only full data: False\n", " - Representations (8): [DepthRepresentation(depth_dpt), DepthRepresentation(depth_sfm_manual202204), NpzRepresentation(edges_dexined), NpzRepresentation(normals_sfm_manual202204), OpticalFlowRepresentation(opticalflow_rife), NpzRepresentation(rgb), SemanticRepresentation(semantic_mask2former_swin_mapillary_converted), SemanticRepresentation(semantic_segprop8)]\n", " - Length: 11664\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": [ "sema_repr = partial(SemanticRepresentation, classes=8, color_map=[[0, 255, 0], [0, 127, 0], [255, 255, 0],\n", " [255, 255, 255], [255, 0, 0], [0, 0, 255],\n", " [0, 255, 255], [127, 127, 63]])\n", "reader = MultiTaskDataset(\"../data/train_set\", handle_missing_data=\"fill_none\",\n", " task_types={\"depth_dpt\": DepthRepresentation(\"depth_dpt\", min_depth=0, max_depth=0.999),\n", " \"depth_sfm_manual202204\": DepthRepresentation(\"depth_sfm_manual202204\",\n", " min_depth=0, max_depth=300),\n", " \"opticalflow_rife\": OpticalFlowRepresentation,\n", " \"semantic_segprop8\": sema_repr,\n", " \"semantic_mask2former_swin_mapillary_converted\": sema_repr})\n", "print(reader)\n", "print(\"== Shapes ==\")\n", "pprint(reader.data_shape)" ] }, { "cell_type": "code", "execution_count": 5, "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": 5, "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", "if \"rgb\" in img_data: # move rgb as 1st item in the collage\n", " img_data = {\"rgb\": img_data[\"rgb\"], **{k: v for k, v in img_data.items() if k != \"rgb\"}}\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", "collage = image_add_title(collage, name, size_px=55, top_padding=110)\n", "plt.imshow(collage)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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 }