| { | |
| "model_type": "unet3d", | |
| "task": "normal_vs_pvd_selective_pooling_30", | |
| "pipeline_tag": "image-classification", | |
| "num_labels": 2, | |
| "id2label": { | |
| "0": "Normal", | |
| "1": "Posterior Vitreous Detachment" | |
| }, | |
| "label2id": { | |
| "Normal": 0, | |
| "Posterior Vitreous Detachment": 1 | |
| }, | |
| "input_modality": "3D ocular ultrasound video", | |
| "input_shape": [ | |
| 1, | |
| 96, | |
| 128, | |
| 128 | |
| ], | |
| "input_format": "video (mp4), normalized by /255.0", | |
| "architecture": { | |
| "in_channels": 1, | |
| "num_classes": 1, | |
| "f_maps": [ | |
| 64, | |
| 128, | |
| 256, | |
| 512, | |
| 768 | |
| ] | |
| }, | |
| "pooling": "topk", | |
| "topk_ratio": 0.3 | |
| } |