MarMaster/corruption-jpeg_compression
Corruption Dataset: Jpeg_Compression Dataset Description This dataset contains corrupted versions of ImageNet-1K images using jpeg_compression corruption. It is part of the ImageNet-C benchmark for evaluating model robustness to common image corruptions. Dataset Structure Train: 1,281,167 corrupted images Validation: 50,000 corrupted images Classes: 1000 ImageNet-1K classes Format: Arrow (Hugging Face Datasets) Corruption Type:… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-jpeg_compression.
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1{2 "dataset_name": "corruption-jpeg_compression",3 "dataset_version": "1.0.0",4 "description": "ImageNet-Corruption dataset with jpeg_compression corruption",5 "license": "mit",6 "task_categories": [7 "image-classification"8 ],9 "language": [10 "en"11 ],12 "tags": [13 "imagenet",14 "corruption",15 "robustness",16 "computer-vision"17 ],18 "size_categories": "1M<n<10M",19 "splits": {20 "train": {21 "name": "train",22 "num_bytes": 0,23 "num_examples": 128116724 },25 "validation": {26 "name": "validation",27 "num_bytes": 0,28 "num_examples": 5000029 }30 },31 "features": {32 "image": {33 "dtype": "image",34 "_type": "Image"35 },36 "class_id": {37 "dtype": "string",38 "_type": "Value"39 },40 "split": {41 "dtype": "string",42 "_type": "Value"43 },44 "filename": {45 "dtype": "string",46 "_type": "Value"47 }48 },49 "download_size": 0,50 "dataset_size": 0,51 "created_at": "2025-10-28 17:34:46",52 "corruption_type": "jpeg_compression"53}