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| method: 'clipasso' | |
| image_size: 224 | |
| mask_object: False | |
| fix_scale: False | |
| path_svg: ~ # if you want to load a svg file and train from it | |
| # train | |
| num_iter: 2001 | |
| num_stages: 1 # training stages, you can train x strokes, then freeze them and train another x strokes etc | |
| lr_schedule: False | |
| lr: 1 | |
| color_lr: 0.01 | |
| color_vars_threshold: 0.0 | |
| # SVG path attr | |
| num_paths: 24 # number of strokes | |
| width: 1.5 # stroke width | |
| control_points_per_seg: 4 | |
| num_segments: 1 | |
| attention_init: 1 # if True, use the attention heads of Dino model to set the location of the initial strokes | |
| saliency_model: "clip" | |
| saliency_clip_model: "ViT-B/32" | |
| xdog_intersec: 1 | |
| mask_object_attention: 0 | |
| softmax_temp: 0.3 | |
| u2net_path: "./checkpoint/u2net/u2net.pth" | |
| # loss | |
| percep_loss: "none" | |
| perceptual_weight: 0 | |
| train_with_clip: 0 | |
| clip_weight: 0 | |
| start_clip: 0 | |
| num_aug_clip: 4 | |
| include_target_in_aug: 0 | |
| augment_both: 0 | |
| augemntations: "affine" # can be any combination of: 'affine_noise_eraserchunks_eraser_press' | |
| noise_thresh: 0.5 | |
| aug_scale_min: 0.7 | |
| force_sparse: 0 # if True, use L1 regularization on stroke's opacity to encourage small number of strokes | |
| clip_conv_loss: 1 | |
| clip_conv_loss_type: "L2" | |
| clip_conv_layer_weights: "0,0,1.0,1.0,0" | |
| clip_model_name: "RN101" | |
| clip_fc_loss_weight: 0.1 | |
| clip_text_guide: 0 | |
| text_target: None |