| |
|
|
| |
| train_transforms: |
| - _target_: dataloader.sam2_dataset.transforms.ComposeAPI |
| transforms: |
| - _target_: dataloader.sam2_dataset.transforms.RandomHorizontalFlip |
| consistent_transform: True |
| - _target_: dataloader.sam2_dataset.transforms.RandomAffine |
| degrees: 25 |
| shear: 20 |
| image_interpolation: bilinear |
| consistent_transform: True |
| - _target_: dataloader.sam2_dataset.transforms.RandomResizeAPI |
| sizes: 1024 |
| square: true |
| consistent_transform: True |
| - _target_: dataloader.sam2_dataset.transforms.ColorJitter |
| consistent_transform: True |
| brightness: 0.1 |
| contrast: 0.03 |
| saturation: 0.03 |
| hue: null |
| - _target_: dataloader.sam2_dataset.transforms.RandomGrayscale |
| p: 0.05 |
| consistent_transform: True |
| - _target_: dataloader.sam2_dataset.transforms.ColorJitter |
| consistent_transform: False |
| brightness: 0.1 |
| contrast: 0.05 |
| saturation: 0.05 |
| hue: null |
| - _target_: dataloader.sam2_dataset.transforms.ToTensorAPI |
| - _target_: dataloader.sam2_dataset.transforms.NormalizeAPI |
| mean: [0.485, 0.456, 0.406] |
| std: [0.229, 0.224, 0.225] |
|
|
| loss: |
| all: |
| _target_: loss.training.sam2_training_loss.MultiStepMultiMasksAndIous |
| weight_dict: |
| loss_mask: 20 |
| loss_dice: 1 |
| loss_iou: 1 |
| loss_class: 1 |
| supervise_all_iou: true |
| iou_use_l1_loss: true |
| pred_obj_scores: true |
| focal_gamma_obj_score: 0.0 |
| focal_alpha_obj_score: -1.0 |
| gpu_num: 4. |
|
|
| contrastive_learning: |
| temperature: 0.10 |
| ignore_idx: 255 |
| ood_idx: 254 |
| max_views: 512 |
| proj_dim: 512 |
| sample_limits: 64 |
| total_limits: 15240 |
|
|
