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sbb_pixelwise_segmentation
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sbb_pixelwise_segmentation/config_params.json

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📝 howto: Be more verbose with the subtree pull
5 years ago
{
transformer patch size is dynamic now.
6 months ago
"backbone_type" : "transformer",
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"task": "segmentation",
inference script is added
8 months ago
"n_classes" : 2,
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"n_epochs" : 0,
"input_height" : 448,
"input_width" : 448,
📝 howto: Be more verbose with the subtree pull
5 years ago
"weight_decay" : 1e-6,
transformer patch size is dynamic now.
6 months ago
"n_batch" : 1,
📝 howto: Be more verbose with the subtree pull
5 years ago
"learning_rate": 1e-4,
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"patches" : false,
📝 howto: Be more verbose with the subtree pull
5 years ago
"pretraining" : true,
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"augmentation" : true,
📝 howto: Be more verbose with the subtree pull
5 years ago
"flip_aug" : false,
continue training, losses and etc
4 years ago
"blur_aug" : false,
"scaling" : true,
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"adding_rgb_background": true,
"add_red_textlines": true,
"channels_shuffling": true,
transformer patch size is dynamic now.
6 months ago
"degrading": false,
"brightening": false,
📝 howto: Be more verbose with the subtree pull
5 years ago
"binarization" : false,
"scaling_bluring" : false,
"scaling_binarization" : false,
first updates, padding, rotations
4 years ago
"scaling_flip" : false,
📝 howto: Be more verbose with the subtree pull
5 years ago
"rotation": false,
first updates, padding, rotations
4 years ago
"rotation_not_90": false,
Transformer+CNN structure is added to vision transformer type
6 months ago
"transformer_num_patches_xy": [56, 56],
"transformer_patchsize_x": 4,
"transformer_patchsize_y": 4,
"transformer_projection_dim": 64,
"transformer_mlp_head_units": [128, 64],
"transformer_layers": 1,
"transformer_num_heads": 1,
"transformer_cnn_first": false,
first working update of branch
8 months ago
"blur_k" : ["blur","guass","median"],
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"scales" : [0.6, 0.7, 0.8, 0.9],
first working update of branch
8 months ago
"brightness" : [1.3, 1.5, 1.7, 2],
"degrade_scales" : [0.2, 0.4],
"flip_index" : [0, 1, -1],
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"shuffle_indexes" : [ [0,2,1], [1,2,0], [1,0,2] , [2,1,0]],
"thetha" : [5, -5],
"number_of_backgrounds_per_image": 2,
continue training, losses and etc
4 years ago
"continue_training": false,
first working update of branch
8 months ago
"index_start" : 0,
"dir_of_start_model" : " ",
continue training, losses and etc
4 years ago
"weighted_loss": false,
"is_loss_soft_dice": false,
"data_is_provided": false,
scaling, channels shuffling, rgb background and red content added to no patch augmentation
4 months ago
"dir_train": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new",
"dir_eval": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/eval_new",
"dir_output": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/output_new",
"dir_rgb_backgrounds": "/home/vahid/Documents/1_2_test_eynollah/set_rgb_background",
"dir_img_bin": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new/images_bin"
📝 howto: Be more verbose with the subtree pull
5 years ago
}