input_transformations_by_architecture.py

# Defining input transformation options

model_transform_params  = {
    "x3d_xs": {
        "side_size": 182,
        "crop_size": 182,
        "num_frames": 4,
        "sampling_rate": 12,
    },
    "x3d_s": {
        "side_size": 182,
        "crop_size": 182,
        "num_frames": 13,
        "sampling_rate": 6,
    },
    "x3d_m": {
        "side_size": 256,
        "crop_size": 256,
        "num_frames": 16,
        "sampling_rate": 5,
    },
     "x3d_l": {
        "side_size": 316,
        "crop_size": 316,
        "num_frames": 16,
        "sampling_rate": 5,
    },   
    
    "r2plus1d_r50": {
        "side_size": 256,
        "crop_size": 256,
        "num_frames": 16,
        "sampling_rate": 1,
    }
}