{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "import sys\n", "from pathlib import Path\n", "from pprint import pprint\n", "import random\n", "sys.path.append(Path.cwd().parent.__str__())\n", "from dronescapes_reader import MultiTaskDataset, dronescapes_task_types\n", "import numpy as np\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": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[32m[24-05-22 20:01:23 DEBUG]\u001b[0m Building dataset from: '/export/home/proiecte/aux/mihai_cristian.pirvu/datasets/dronescapes/scripts/../data/train_set' (multitask_dataset.py:188)\n", "\u001b[32m[24-05-22 20:01:23 INFO]\u001b[0m Found 11664 data points as union of all nodes' data (8 nodes). (multitask_dataset.py:177)\n", "\u001b[32m[24-05-22 20:01:23 DEBUG]\u001b[0m No explicit tasks provided. Using all of them as read from the paths (8). (multitask_dataset.py:87)\n", "\u001b[32m[24-05-22 20:01:23 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:94)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[MultiTaskDataset]\n", " - Path: '/export/home/proiecte/aux/mihai_cristian.pirvu/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": [ "reader = MultiTaskDataset(\"../data/train_set\", handle_missing_data=\"fill_none\", task_types=dronescapes_task_types)\n", "print(reader)\n", "print(\"== Shapes ==\")\n", "pprint(reader.data_shape)" ] }, { "cell_type": "code", "execution_count": 6, "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": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "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 }