clip2frame.network_design

fcn_gaussian_multiscale(input_var_list, ...) early_conv_dict_list: list
fcn_fixedgaussian_multiscale(input_var_list, ...) early_conv_dict_list: list
fcn_multiscale(input_var_list, ...[, ...]) early_conv_dict_list: list

Details

clip2frame.network_design.fcn_gaussian_multiscale(input_var_list, early_conv_dict_list, late_conv_dict, dense_filter_size, scan_dict, final_pool_function=<function max>, input_size_list=[128], output_size=188, p_dropout=0.5)[source]
early_conv_dict_list: list
each element in the list is a dictionary containing the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
late_conv_dict: dict
it contains the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
dense_filter_size: int
the filter size of the final dense-like conv layer
pool_filter_list: list
each element is an integer
pool_stride_list: list
each element is int or None
clip2frame.network_design.fcn_fixedgaussian_multiscale(input_var_list, early_conv_dict_list, late_conv_dict, dense_filter_size, scan_dict, final_pool_function=<function max>, input_size_list=[128], output_size=188, p_dropout=0.5)[source]
early_conv_dict_list: list
each element in the list is a dictionary containing the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
late_conv_dict: dict
it contains the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
dense_filter_size: int
the filter size of the final dense-like conv layer
pool_filter_list: list
each element is an integer
pool_stride_list: list
each element is int or None
clip2frame.network_design.fcn_multiscale(input_var_list, early_conv_dict_list, late_conv_dict, dense_filter_size, final_pool_function=<function max>, input_size_list=[128], output_size=188, p_dropout=0.5)[source]
early_conv_dict_list: list
each element in the list is a dictionary containing the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
late_conv_dict: dict
it contains the following keys: ‘conv_filter_list’, ‘pool_filter_list’, ‘pool_stride_list’
dense_filter_size: int
the filter size of the final dense-like conv layer
pool_filter_list: list
each element is an integer
pool_stride_list: list
each element is int or None