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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rootmetadatadataset_summary.json

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1{2    "dataset_name": "OCTID",3    "total_images": 572,4    "num_classes": 5,5    "classes": {6        "Normal": 206,7        "AMD": 55,8        "CSR": 102,9        "DR": 107,10        "MH": 10211    },12    "image_format": "JPEG",13    "image_size": "224x224",14    "image_mode": "RGB",15    "preprocessing": [16        "Aspect-ratio-preserving resize",17        "Center crop",18        "Non-Local Means denoising",19        "CLAHE"20    ],21    "normalization": "ImageNet normalization applied later in the PyTorch training pipeline",22    "splits": {23        "repetitions": 5,24        "train": 0.5,25        "validation": 0.2,26        "test": 0.327    },28    "split_seeds": [29        42,30        52,31        62,32        72,33        8234    ]35}