Datasetpublic

Reduanul1997/Repository_processed_dataset_OCTID

OCTID Processed Dataset Processed version of the OCTID retinal OCT dataset prepared for research experiments comparing Swin Transformer architectures. Dataset Summary Dataset: OCTID Total images: 572 Number of classes: 5 Image size: 224 x 224 Image mode: RGB Image format: JPEG Classes Class Images Normal 206 AMD 55 CSR 102 DR 107 MH 102 Total 572 Preprocessing The preprocessing pipeline consists of:… See the full description on the dataset page: https://huggingface.co/datasets/Reduanul1997/Repository_processed_dataset_OCTID.

sourceHugging Faceupdated 18d agoView on Hugging Face

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rootmetadataexperiment_config.json

experiment_config.json31 linesDownload Raw Back to metadata

1{2    "dataset": "OCTID",3    "total_images": 572,4    "num_classes": 5,5    "classes": {6        "Normal-Retinal-OCT-images": 0,7        "Age-related-Macular-Degeneration-Retinal-OCT-images": 1,8        "Central-serous-retinopathy-retinal-OCT-images": 2,9        "Diabetic-Retinopathy-Retinal-OCT-Images": 3,10        "Macular-Hole-Retinal-OCT-images": 411    },12    "split_ratio": {13        "train": 0.5,14        "validation": 0.2,15        "test": 0.316    },17    "split_seeds": [18        42,19        52,20        62,21        72,22        8223    ],24    "image_mode": "RGB",25    "preprocessing": {26        "resize_crop": true,27        "non_local_means": true,28        "clahe": true,29        "imagenet_normalization": true30    }31}