{ "image_size": 256, "image_mean": [0.485, 0.456, 0.406], "image_std": [0.229, 0.224, 0.225], "do_resize": true, "do_normalize": true, "tta_horizontal_flip": true, "input_format": "RGB", "output_format": "normalised_xy_in_0_1", "notes": "Ultrasound images often come as single-channel. Replicate to 3 channels before normalisation. Horizontal-flip TTA is used at evaluation (average of original and flipped predictions in image space). Output coordinates are normalised to [0, 1] -- multiply by original image width/height to get pixel coordinates." }