FaceDetection-DSFD
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Can I know which of the options in `widerface_640` config are toggled during training?
Specifically, I am referring to this
widerface_640 = {
'num_classes': 2,
#'lr_steps': (80000, 100000, 120000),
#'max_iter': 120000,
'lr_steps': (40000, 50000, 60000),
'max_iter': 60000,
'feature_maps': [160, 80, 40, 20, 10, 5],
'min_dim': 640,
'steps': [4, 8, 16, 32, 64, 128], # stride
'variance': [0.1, 0.2],
'clip': True, # make default box in [0,1]
'name': 'WIDERFace',
'l2norm_scale': [10, 8, 5],
'base': [64, 64, 'M', 128, 128, 'M', 256, 256, 256, 'C', 512, 512, 512, 'M', 512, 512, 512] ,
'extras': [256, 'S', 512, 128, 'S', 256],
'mbox': [1, 1, 1, 1, 1, 1] ,
#'mbox': [2, 2, 2, 2, 2, 2],
#'mbox': [4, 4, 4, 4, 4, 4],
'min_sizes': [16, 32, 64, 128, 256, 512],
'max_sizes': [],
#'max_sizes': [8, 16, 32, 64, 128, 256],
#'aspect_ratios': [ [],[],[],[],[],[] ], # [1,2] default 1
'aspect_ratios': [ [1.5],[1.5],[1.5],[1.5],[1.5],[1.5] ], # [1,2] default 1
'backbone': 'resnet152' , # vgg, resnet, detnet, resnet50
'feature_pyramid_network':True ,
'bottom_up_path': False ,
'feature_enhance_module': True ,
'max_in_out': True ,
'focal_loss': False ,
'progressive_anchor': True ,
'refinedet': False ,
'max_out': False ,
'anchor_compensation': False ,
'data_anchor_sampling': False ,
'overlap_thresh' : [0.4] ,
'negpos_ratio':3 ,
# test
'nms_thresh':0.3 ,
'conf_thresh':0.01 ,
'num_thresh':5000 ,
}
Which of them are true during training?
you can try different combination of these configures