def fast_rcnn_head_generator(params):
"""Generator function for Fast R-CNN head architecture."""
return heads.FastrcnnHead(params.num_classes,
params.num_convs,
params.num_filters,
params.use_separable_conv,
params.num_fcs,
params.fc_dims,
params.use_batch_norm,
batch_norm_relu=batch_norm_relu_generator(
params.batch_norm))
def fast_rcnn_head_generator(params):
"""Generator function for Fast R-CNN head architecture."""
head_params = params.frcnn_head
return heads.FastrcnnHead(params.architecture.num_classes,
head_params.num_convs,
head_params.num_filters,
head_params.use_separable_conv,
head_params.num_fcs,
head_params.fc_dims,
params.norm_activation.activation,
head_params.use_batch_norm,
norm_activation=norm_activation_generator(
params.norm_activation))
def fast_rcnn_head_generator(params):
"""Generator function for Fast R-CNN head architecture."""
return heads.FastrcnnHead(params.num_classes,
params.fast_rcnn_mlp_head_dim,
batch_norm_relu=batch_norm_relu_generator(
params.batch_norm))