| { | |
| "model_type": "planktoscope-dinov2-linear", | |
| "backbone": "dinov2_vits14", | |
| "backbone_source": "timm: vit_small_patch14_dinov2.lvd142m (frozen)", | |
| "embedding_dim": 384, | |
| "num_labels": 22, | |
| "image_size": 224, | |
| "frozen_backbone": true, | |
| "preprocessing": { | |
| "pad_to_square_fill": [ | |
| 255, | |
| 255, | |
| 255 | |
| ], | |
| "resize": [ | |
| 224, | |
| 224 | |
| ], | |
| "normalize_mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "normalize_std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ] | |
| }, | |
| "recommended_min_confidence": 0.7, | |
| "id2label": { | |
| "0": "Akashiwo", | |
| "1": "Asterionella", | |
| "2": "Centric", | |
| "3": "Cerataulina_Guinardia_Dactyliosen", | |
| "4": "Chaetoceros", | |
| "5": "Detritus", | |
| "6": "Dinophysis", | |
| "7": "Eucampia", | |
| "8": "Lioloma", | |
| "9": "Margalefidinium", | |
| "10": "Pennate", | |
| "11": "Phaeocystis", | |
| "12": "Pleurosigma", | |
| "13": "Polykrikos", | |
| "14": "Protoperidinium", | |
| "15": "Pseudo-nitzschia", | |
| "16": "Rhizosolenia", | |
| "17": "Thalassionema", | |
| "18": "Tiarina", | |
| "19": "Tintinnid", | |
| "20": "Tripos", | |
| "21": "Zooplankton" | |
| }, | |
| "label2id": { | |
| "Akashiwo": 0, | |
| "Asterionella": 1, | |
| "Centric": 2, | |
| "Cerataulina_Guinardia_Dactyliosen": 3, | |
| "Chaetoceros": 4, | |
| "Detritus": 5, | |
| "Dinophysis": 6, | |
| "Eucampia": 7, | |
| "Lioloma": 8, | |
| "Margalefidinium": 9, | |
| "Pennate": 10, | |
| "Phaeocystis": 11, | |
| "Pleurosigma": 12, | |
| "Polykrikos": 13, | |
| "Protoperidinium": 14, | |
| "Pseudo-nitzschia": 15, | |
| "Rhizosolenia": 16, | |
| "Thalassionema": 17, | |
| "Tiarina": 18, | |
| "Tintinnid": 19, | |
| "Tripos": 20, | |
| "Zooplankton": 21 | |
| } | |
| } |