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- 2019-12-13 17:14:05 Config:
- {'all_joints': [[0],
- [1],
- [2],
- [3],
- [4],
- [5],
- [6],
- [7],
- [8],
- [9],
- [10],
- [11],
- [12],
- [13],
- [14],
- [15]],
- 'all_joints_names': ['eye_top',
- 'eye_topleft',
- 'eye_left',
- 'eye_bottomleft',
- 'eye_bottom',
- 'eye_bottomright',
- 'eye_right',
- 'eye_topright',
- 'pupil_top',
- 'pupil_topleft',
- 'pupil_left',
- 'pupil_bottomleft',
- 'pupil_bottom',
- 'pupil_bottomright',
- 'pupil_right',
- 'pupil_topright'],
- 'batch_size': 8,
- 'bottomheight': 400,
- 'crop': True,
- 'crop_pad': 0,
- 'cropratio': 0.4,
- 'dataset': 'training-datasets/iteration-2/UnaugmentedDataSet_eyesDec8/eyes_Keisuke95shuffle1.mat',
- 'dataset_type': 'default',
- 'deconvolutionstride': 2,
- 'deterministic': False,
- 'display_iters': 1000,
- 'fg_fraction': 0.25,
- 'global_scale': 0.8,
- 'init_weights': '/home/mouse/anaconda3/envs/dlc2.1/lib/python3.6/site-packages/deeplabcut/pose_estimation_tensorflow/models/pretrained/resnet_v1_50.ckpt',
- '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-2/UnaugmentedDataSet_eyesDec8/Documentation_data-eyes_95shuffle1.pickle',
- 'min_input_size': 64,
- 'minsize': 100,
- 'mirror': False,
- 'multi_step': [[0.005, 10000],
- [0.02, 430000],
- [0.002, 730000],
- [0.001, 1030000]],
- 'net_type': 'resnet_50',
- 'num_joints': 16,
- 'num_outputs': 1,
- 'optimizer': 'sgd',
- 'output_stride': 16,
- 'pos_dist_thresh': 17,
- 'project_path': '/home/mouse/ks/Projects/eyes-Keisuke-2019-12-08',
- 'regularize': False,
- 'rightwidth': 400,
- 'save_iters': 50000,
- 'scale_jitter_lo': 0.5,
- 'scale_jitter_up': 1.25,
- 'scoremap_dir': 'test',
- 'shuffle': True,
- 'snapshot_prefix': '/home/mouse/ks/Projects/eyes-Keisuke-2019-12-08/dlc-models/iteration-2/eyesDec8-trainset95shuffle1/train/snapshot',
- 'stride': 8.0,
- 'topheight': 400,
- 'weigh_negatives': False,
- 'weigh_only_present_joints': False,
- 'weigh_part_predictions': False,
- 'weight_decay': 0.0001}
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