all_joints:
- - 0
- - 1
- - 2
- - 3
- - 4
- - 5
- - 6
- - 7
- - 8
all_joints_names:
- hd_beak
- hd_leftEye
- hd_rightEye
- hd_nose
- bp_leftShoulder
- bp_rightShoulder
- bp_topKeel
- bp_bottomKeel
- bp_tail
alpha_r: 0.02
apply_prob: 0.5
batch_size:
color:
  MultiplyBrightness:
  - 0
  - 2
  ChangeColorTemperature:
  - 1100
  - 10000
contrast:
  clahe: true
  claheratio: 0.1
  histeq: true
  histeqratio: 0.1
convolution:
  edge: true
  sharpen: true
  sharpenratio: 0.5
crop_pad: 0
cropratio: 0.4
dataset: training-datasets/iteration-0/UnaugmentedDataSet_DLC_Segmented20230725-195900/DLC_Segmented_Alex33shuffle1.mat
dataset_type: imgaug
decay_steps: 30000
deterministic: false
display_iters: 1000
fg_fraction: 0.25
gaussian_noise: true
global_scale: 0.8
init_weights: /media/alexchan/Extreme SSD/WorkDir/Pigeon3DTrack/Weights/DLC_Weights/N6000_DLC_Mask/dlc-models/iteration-0/DLC_Segmented20230725-195900-trainset33shuffle1/train/snapshot-93000
intermediate_supervision: false
intermediate_supervision_layer: 12
location_refinement: true
locref_huber_loss: true
locref_loss_weight: 0.05
locref_stdev: 7.2801
log_dir: log
lr_init: 0.0005
max_input_size: 1500
mean_pixel:
- 123.68
- 116.779
- 103.939
metadataset: training-datasets/iteration-0/UnaugmentedDataSet_DLC_Segmented20230725-195900/Documentation_data-DLC_Segmented_33shuffle1.pickle
min_input_size: 64
mirror: false
motionblur: true
multi_stage: false
multi_step:
- - 0.0001
  - 7500
- - '5e-05'
  - 12000
- - '1e-05'
  - 30000
- - '1e-05'
  - 100000
net_type: resnet_50
num_joints: 9
num_outputs: 1
optimizer: adam
pairwise_huber_loss: false
pairwise_predict: false
partaffinityfield_predict: false
pos_dist_thresh: 17
project_path: /abyss/home/ImageTrainingData/N6000/DLC_Segmented
regularize: false
rotation: 25
rotratio: 0.4
save_iters: 50000
scale_jitter_lo: 0.5
scale_jitter_up: 1.25
scoremap_dir: test
shuffle: true
snapshot_prefix: /media/alexchan/Extreme SSD/WorkDir/Pigeon3DTrack/Weights/DLC_Weights/N6000_DLC_Mask/dlc-models/iteration-0/DLC_Segmented20230725-195900-trainset33shuffle1/train/snapshot
stride: 8.0
weigh_negatives: false
weigh_only_present_joints: false
weigh_part_predictions: false
weight_decay: 0.0001