model/DLC_Dog_resnet_50_iteration-0_shuffle-0/pose_cfg.yaml

all_joints:
- - 0
- - 1
- - 2
- - 3
- - 4
- - 5
- - 6
- - 7
- - 8
- - 9
- - 10
- - 11
- - 12
- - 13
- - 14
- - 15
- - 16
- - 17
- - 18
- - 19
all_joints_names:
- Nose
- L_Eye
- R_Eye
- L_Ear
- R_Ear
- Throat
- Withers
- TailSet
- L_F_Paw
- R_F_Paw
- L_F_Wrist
- R_F_Wrist
- L_F_Elbow
- R_F_Elbow
- L_B_Paw
- R_B_Paw
- L_B_Hock
- R_B_Hock
- L_B_Stiffle
- R_B_Stiffle
augmentationprobability: 0.5
batch_size:
bottomheight: 400
covering: true
crop: true
crop_pad: 0
cropratio: 0.4
dataset: training-datasets/iteration-0/UnaugmentedDataSet_DogMay11/Dog_TeamDLC99shuffle0.mat
dataset_type: imgaug
deterministic: false
display_iters: 1000
elastic_transform: true
fg_fraction: 0.25
global_scale: 0.8
init_weights: TBA
intermediate_supervision: false
intermediate_supervision_layer: 12
leftwidth: 400
location_refinement: true
locref_huber_loss: true
locref_loss_weight: 0.05
locref_stdev: 7.2801
log_dir: log
max_input_size: 1500
mean_pixel:
- 123.68
- 116.779
- 103.939
metadataset: training-datasets/iteration-0/UnaugmentedDataSet_DogMay11/Documentation_data-Dog_99shuffle0.pickle
min_input_size: 64
minsize: 100
mirror: false
motion_blur: true
multi_step:
- - 0.0001
  - 7500
- - 5e-05
  - 12000
- - 1e-05
  - 75000
net_type: resnet_50
num_joints: 20
num_outputs: 1
optimizer: adam
pairwise_huber_loss: true
pairwise_predict: false
partaffinityfield_predict: false
pos_dist_thresh: 17
project_path: TBA
regularize: false
rightwidth: 400
rotation: 180
save_iters: 50000
scale_jitter_lo: 0.5
scale_jitter_up: 1.5
scoremap_dir: test
shuffle: true
snapshot_prefix: TBA
stride: 8.0
topheight: 400
weigh_negatives: false
weigh_only_present_joints: false
weigh_part_predictions: false
weight_decay: 0.0001