| { | |
| "model": "MatSAM", | |
| "source_code": "https://github.com/WUT-AI-AI4Mat/Segmentation-methods-evaluation-for-quantitative-microstructure-analysis", | |
| "checkpoint_count": 7, | |
| "checkpoints": [ | |
| { | |
| "dataset": "Aachen-Heerlen", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/Aachen-Heerlen/matsam_lora_decoder_best.pth", | |
| "size_bytes": 24253020, | |
| "sha256": "b653bd2b60f3b1da82aad7b8b09bda939b2249d0ada4eef129635352bdc59fd3", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "EBC", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 3, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/EBC/semantic_matsam_best.pth", | |
| "size_bytes": 24257839, | |
| "sha256": "4cdcc50b67df3e567790c116ad6090379df9570a15649abf54448ac0a4144f4d", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "EMPS", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/EMPS/matsam_lora_decoder_best.pth", | |
| "size_bytes": 24253020, | |
| "sha256": "6c064ced62399be872a053de16363273a01f37a771b0a421c669b5f8a72938ca", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "Grain", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/Grain/matsam_lora_decoder_best.pth", | |
| "size_bytes": 24253020, | |
| "sha256": "6a35b4767a1662616f593721002575ff829d44b79aa21541fb68b1242b58658b", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "MetalDAM", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 5, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/MetalDAM/semantic_matsam_best.pth", | |
| "size_bytes": 24259887, | |
| "sha256": "d8aa60fc9867addc3d6dc4492b034d3d900c1539a2a854807846f92f9cbb890d", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "Super", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 3, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/Super/semantic_matsam_best.pth", | |
| "size_bytes": 24257839, | |
| "sha256": "b76864b72435b9cb5b4808628011f0b8246e7260ba7e45d8a8c208244326b4cf", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| }, | |
| { | |
| "dataset": "UHCS", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 7, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/UHCS/semantic_matsam_best.pth", | |
| "size_bytes": 24261935, | |
| "sha256": "66758c3d990a93dbffadd9241b0c7b66f91e362bf42851810275f9da85d60671", | |
| "requires_base_checkpoint": "sam_vit_h_4b8939.pth" | |
| } | |
| ] | |
| } | |