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00000189-checkpoint.pth.tar

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fbad01d46f0510276dc4521322dde6824a873a4222cd0740c85762e7067ea71d
+size 2112619148

vox-256-spade.yaml

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+dataset_params:
+  root_dir: 
+  frame_shape: [256, 256, 3]
+  id_sampling: True
+  pairs_list: None
+  augmentation_params:
+    flip_param:
+      horizontal_flip: True
+      time_flip: True
+    jitter_param:
+      brightness: 0.1
+      contrast: 0.1
+      saturation: 0.1
+      hue: 0.1
+
+
+model_params:
+  common_params:
+    num_kp: 15 
+    image_channel: 3                    
+    feature_channel: 32
+    estimate_jacobian: False
+  kp_detector_params:
+     temperature: 0.1
+     block_expansion: 32            
+     max_features: 1024
+     scale_factor: 0.25
+     num_blocks: 5
+     reshape_channel: 16384  # 16384 = 1024 * 16
+     reshape_depth: 16
+  he_estimator_params:
+     block_expansion: 64            
+     max_features: 2048
+     num_bins: 66
+  generator_params:
+    block_expansion: 64
+    max_features: 512
+    num_down_blocks: 2
+    reshape_channel: 32
+    reshape_depth: 16         # 512 = 32 * 16
+    num_resblocks: 6
+    estimate_occlusion_map: True
+    dense_motion_params:
+      block_expansion: 32
+      max_features: 1024
+      num_blocks: 5
+      # reshape_channel: 32
+      reshape_depth: 16
+      compress: 4
+  discriminator_params:
+    scales: [1]
+    block_expansion: 32                 
+    max_features: 512
+    num_blocks: 4
+    sn: True
+
+train_params:
+  num_epochs: 200
+  num_repeats: 75
+  epoch_milestones: [180,]
+  lr_generator: 2.0e-4
+  lr_discriminator: 2.0e-4
+  lr_kp_detector: 2.0e-4
+  lr_he_estimator: 2.0e-4
+  gan_mode: 'hinge'    # hinge or ls
+  batch_size: 1
+  scales: [1, 0.5, 0.25, 0.125]
+  checkpoint_freq: 60
+  hopenet_snapshot: './checkpoints/hopenet_robust_alpha1.pkl'
+  transform_params:
+    sigma_affine: 0.05
+    sigma_tps: 0.005
+    points_tps: 5
+  loss_weights:
+    generator_gan: 1                  
+    discriminator_gan: 1
+    feature_matching: [10, 10, 10, 10]
+    perceptual: [10, 10, 10, 10, 10]
+    equivariance_value: 10
+    equivariance_jacobian: 0
+    keypoint: 10
+    headpose: 20
+    expression: 5
+
+visualizer_params:
+  kp_size: 5
+  draw_border: True
+  colormap: 'gist_rainbow'