{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "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": 33, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[32m[24-06-20 16:51:17 DEBUG]\u001b[0m Building dataset from: '/export/home/proiecte/aux/mihai_cristian.pirvu/datasets/dronescapes/scripts/../data/train_set' (multitask_dataset.py:193)\n", "\u001b[32m[24-06-20 16:51:17 INFO]\u001b[0m Found 11664 data points as union of all nodes' data (11 nodes). (multitask_dataset.py:182)\n", "\u001b[32m[24-06-20 16:51:17 DEBUG]\u001b[0m No explicit tasks provided. Using all of them as read from the paths (11). (multitask_dataset.py:89)\n", "\u001b[32m[24-06-20 16:51:17 INFO]\u001b[0m Tasks used in this dataset: ['depth_dpt', 'depth_sfm_manual202204', 'depth_ufo', 'edges_dexined', 'edges_gb', 'normals_sfm_manual202204', 'opticalflow_rife', 'rgb', 'semantic_mask2former_swin_mapillary_converted', 'semantic_segprop8', 'softseg_gb'] (multitask_dataset.py:96)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[MultiTaskDataset]\n", " - Path: '/export/home/proiecte/aux/mihai_cristian.pirvu/datasets/dronescapes/scripts/../data/train_set'\n", " - Tasks (11): [DepthRepresentation(depth_dpt), DepthRepresentation(depth_sfm_manual202204), DepthRepresentation(depth_ufo), ColorRepresentation(edges_dexined), EdgesRepresentation(edges_gb), NpzRepresentation(normals_sfm_manual202204), OpticalFlowRepresentation(opticalflow_rife), ColorRepresentation(rgb), SemanticRepresentation(semantic_mask2former_swin_mapillary_converted), SemanticRepresentation(semantic_segprop8), ColorRepresentation(softseg_gb)]\n", " - Length: 11664\n", " - Handle missing data mode: 'fill_nan'\n", "== Shapes ==\n", "{'depth_dpt': torch.Size([540, 960]),\n", " 'depth_sfm_manual202204': torch.Size([540, 960]),\n", " 'depth_ufo': torch.Size([540, 960, 1]),\n", " 'edges_dexined': torch.Size([540, 960]),\n", " 'edges_gb': torch.Size([540, 960, 1]),\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, 8]),\n", " 'semantic_segprop8': torch.Size([540, 960, 8]),\n", " 'softseg_gb': torch.Size([540, 960, 3])}\n" ] } ], "source": [ "reader = MultiTaskDataset(\"../data/train_set\", handle_missing_data=\"fill_nan\", task_types=dronescapes_task_types)\n", "print(reader)\n", "print(\"== Shapes ==\")\n", "pprint(reader.data_shape)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "== Random loaded item ==\n", "atanasie_DJI_0652_full_2699.npz\n", "{'depth_dpt': (540, 960, 3),\n", " 'depth_sfm_manual202204': (540, 960, 3),\n", " 'depth_ufo': (540, 960, 3),\n", " 'edges_dexined': (540, 960, 3),\n", " 'edges_gb': (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", " 'softseg_gb': (540, 960, 3)}\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 45, "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", "print(name)\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": 38, "metadata": {}, "outputs": [], "source": [ "from media_processing_lib.image import image_write\n", "image_write(collage, \"collage3.png\")" ] }, { "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 }