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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01MarMaster /corruption-gaussian_noise Corruption Dataset: Gaussian_Noise Dataset Description This dataset contains corrupted versions of ImageNet-1K images using gaussian_noise 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: Gaussian_Noise Adds… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-gaussian_noise.imageimage-classification1M<n<10M0 likes1.1k downloads11mo agoHugging Face02MarMaster /corruption-spatter Corruption Dataset: Spatter Dataset Description This dataset contains corrupted versions of ImageNet-1K images using spatter 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: Spatter Adds spatter effects… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-spatter.imageimage-classification1M<n<10M0 likes861 downloads11mo agoHugging Face03MarMaster /corruption-snow Corruption Dataset: Snow Dataset Description This dataset contains corrupted versions of ImageNet-1K images using snow 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: Snow Adds snow effects to images… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-snow.imageimage-classification1M<n<10M0 likes623 downloads11mo agoHugging Face04MarMaster /corruption-zoom_blur Corruption Dataset: Zoom_Blur Dataset Description This dataset contains corrupted versions of ImageNet-1K images using zoom_blur 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: Zoom_Blur Applies zoom blur… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-zoom_blur.imageimage-classification1M<n<10M0 likes560 downloads11mo agoHugging Face05MarMaster /corruption-brightness Corruption Dataset: Brightness Dataset Description This dataset contains corrupted versions of ImageNet-1K images using brightness 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: Brightness Adjusts image… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-brightness.imageimage-classification1M<n<10M0 likes546 downloads11mo agoHugging Face06MarMaster /corruption-contrast Corruption Dataset: Contrast Dataset Description This dataset contains corrupted versions of ImageNet-1K images using contrast 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: Contrast Modifies image contrast… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-contrast.imageimage-classification1M<n<10M0 likes394 downloads11mo agoHugging Face07MarMaster /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: Jpeg_Compression… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-jpeg_compression.image-classification1M<n<10M0 likes259 downloads11mo agoHugging Face08MarMaster /corruption-glass_blur Corruption Dataset: Glass_Blur Dataset Description This dataset contains corrupted versions of ImageNet-1K images using glass_blur 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: Glass_Blur Applies glass blur… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-glass_blur.imageimage-classification100K<n<1M0 likes222 downloads11mo agoHugging Face09MarMaster /corruption-gaussian_blur Corruption Dataset: Gaussian_Blur Dataset Description This dataset contains corrupted versions of ImageNet-1K images using gaussian_blur 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: Gaussian_Blur Applies… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-gaussian_blur.image-classification1M<n<10M0 likes193 downloads11mo agoHugging Face10MarMaster /corruption-frost Corruption Dataset: Frost Dataset Description This dataset contains corrupted versions of ImageNet-1K images using frost 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: Frost Adds frost effects, simulating… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-frost.imageimage-classification1M<n<10M0 likes184 downloads11mo agoHugging Face11MarMaster /corruption-impulse_noise Corruption Dataset: Impulse_Noise Dataset Description This dataset contains corrupted versions of ImageNet-1K images using impulse_noise 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: Impulse_Noise Adds… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-impulse_noise.imageimage-classification1M<n<10M0 likes72 downloads11mo agoHugging Face12MarMaster /corruption-shot_noise Corruption Dataset: Shot_Noise Dataset Description This dataset contains corrupted versions of ImageNet-1K images using shot_noise 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: Shot_Noise Adds shot noise… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-shot_noise.imageimage-classification1M<n<10M0 likes51 downloads11mo agoHugging Face13MarMaster /corruption-speckle_noise Corruption Dataset: Speckle_Noise Dataset Description This dataset contains corrupted versions of ImageNet-1K images using speckle_noise 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: Speckle_Noise Adds… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-speckle_noise.imageimage-classification1M<n<10M0 likes42 downloads11mo agoHugging Face14MarMaster /corruption-motion_blur Corruption Dataset: Motion_Blur Dataset Description This dataset contains corrupted versions of ImageNet-1K images using motion_blur 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: Motion_Blur Applies motion… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-motion_blur.imageimage-classification1M<n<10M0 likes16 downloads11mo agoHugging Face15MarMaster /corruption-defocus_blur Corruption Dataset: Defocus_Blur Dataset Description This dataset contains corrupted versions of ImageNet-1K images using defocus_blur 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: Defocus_Blur Applies… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-defocus_blur.imageimage-classification1M<n<10M0 likes16 downloads11mo agoHugging Face16MarMaster /corruption-elastic_transform Corruption Dataset: Elastic_Transform Dataset Description This dataset contains corrupted versions of ImageNet-1K images using elastic_transform 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: Elastic_Transform… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-elastic_transform.imageimage-classification1M<n<10M0 likes13 downloads11mo agoHugging Face17MarMaster /corruption-pixelate Corruption Dataset: Pixelate Dataset Description This dataset contains corrupted versions of ImageNet-1K images using pixelate 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: Pixelate Reduces image resolution… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-pixelate.imageimage-classification1M<n<10M0 likes8 downloads11mo agoHugging Face18MarMaster /corruption-fog Corruption Dataset: Fog Dataset Description This dataset contains corrupted versions of ImageNet-1K images using fog 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: Fog Adds fog effects, simulating atmospheric… See the full description on the dataset page: https://huggingface.co/datasets/MarMaster/corruption-fog.imageimage-classification100K<n<1M0 likes6 downloads11mo agoHugging Face

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