asl-citizen-processed-200 / metadata /preprocessing_config.json
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{
"dataset_name": "ASL Citizen",
"dataset_source": "Kaggle ASL Citizen keypoints-200",
"input_root": "/kaggle/input/datasets/nguyenchitinh/asl-citizen/keypoints-200",
"original_format": "(T, 75, 4)",
"used_format": "(T, 75, 3)",
"dropped_feature": "4th value, likely visibility/confidence",
"landmark_structure": {
"pose": "33 landmarks",
"left_hand": "21 landmarks",
"right_hand": "21 landmarks",
"total": 75
},
"normalization": "shoulder center subtraction and shoulder width scaling",
"target_len": 200,
"flattened_position_dim": 225,
"use_velocity": true,
"final_feature_dim": 450,
"save_dtype": "float16",
"shard_size": 256,
"min_samples_per_class": 1,
"val_ratio_from_train_folder": 0.1,
"seed": 42,
"splits": {
"train": {
"split": "train",
"samples": 6090,
"bad_files": 0,
"shards": 24,
"manifest": "/kaggle/working/asl_citizen_processed_200/metadata/train_manifest.csv",
"bad_file_report": null
},
"val": {
"split": "val",
"samples": 654,
"bad_files": 0,
"shards": 3,
"manifest": "/kaggle/working/asl_citizen_processed_200/metadata/val_manifest.csv",
"bad_file_report": null
},
"test": {
"split": "test",
"samples": 3552,
"bad_files": 0,
"shards": 14,
"manifest": "/kaggle/working/asl_citizen_processed_200/metadata/test_manifest.csv",
"bad_file_report": null
}
},
"num_classes": 200
}