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{"description": "\nroad traffic - v3 2022-09-14 1:38pm\n==============================\n\nThis dataset was exported via roboflow.com on September 15, 2022 at 8:19 PM GMT\n\nRoboflow is an end-to-end computer vision platform that helps you\n* collaborate with your team on computer vision projects\n* collect & organize images\n* understand unstructured image data\n* annotate, and create datasets\n* export, train, and deploy computer vision models\n* use active learning to improve your dataset over time\n\nIt includes 814 images.\nRoad-traffic are annotated in COCO format.\n\nThe following pre-processing was applied to each image:\n* Auto-orientation of pixel data (with EXIF-orientation stripping)\n* Resize to 640x640 (Stretch)\n\nNo image augmentation techniques were applied.\n\n\n", "citation": "@misc{ road-traffic,\n title = { road traffic Dataset },\n type = { Open Source Dataset },\n author = { Roboflow 100 },\n howpublished = { \\url{ https://universe.roboflow.com/object-detection/road-traffic } },\n url = { https://universe.roboflow.com/object-detection/road-traffic },\n journal = { Roboflow Universe },\n publisher = { Roboflow },\n year = { 2022 },\n month = { nov },\n note = { visited on 2023-03-29 },\n}\"", "homepage": "https://universe.roboflow.com/object-detection/road-traffic", "license": "CC BY 4.0", "features": {"image_id": {"dtype": "int64", "_type": "Value"}, "image": {"_type": "Image"}, "width": {"dtype": "int32", "_type": "Value"}, "height": {"dtype": "int32", "_type": "Value"}, "objects": {"feature": {"id": {"dtype": "int64", "_type": "Value"}, "area": {"dtype": "int64", "_type": "Value"}, "bbox": {"feature": {"dtype": "float32", "_type": "Value"}, "length": 4, "_type": "Sequence"}, "category": {"names": ["road-traffic", "bicycles", "buses", "crosswalks", "fire hydrants", "motorcycles", "traffic lights", "vehicles"], "_type": "ClassLabel"}}, "_type": "Sequence"}}, "builder_name": "dataset", "config_name": "default", "version": {"version_str": "1.0.0", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 22636569, "num_examples": 494, "dataset_name": "dataset"}, "validation": {"name": "validation", "num_bytes": 6296929, "num_examples": 133, "dataset_name": "dataset"}, "test": {"name": "test", "num_bytes": 8700175, "num_examples": 187, "dataset_name": "dataset"}}, "download_checksums": {"https://huggingface.co/datasets/Francesco/road-traffic/resolve/main/dataset.tar.gz": {"num_bytes": 37478666, "checksum": null}}, "download_size": 37478666, "dataset_size": 37633673, "size_in_bytes": 75112339} |