Functions — github.com/GowthamGottimukkala/I3D_Feature_Extraction_resnet

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Functions25 in github.com/GowthamGottimukkala/I3D_Feature_Extraction_resnet

⨍ Functions 25 ◇ Types & classes 4

↓ 4 callersMethod_make_layer

(self, block, planes, blocks, stride, temp_conv, temp_stride, nonlocal_mod=1000)

↓ 3 callersMethod__init__

(self, block=Bottleneck, layers=[3, 4, 6, 3], num_classes=400, use_nl=False)

↓ 2 callersFunctionforward_batch

extract_features.py:53

↓ 1 callersFunctionforward_batch

extract_features_org.py:32

↓ 1 callersMethodforward_single

↓ 1 callersFunctiongenerate

(datasetpath, outputpath, pretrainedpath, frequency, batch_size, sample_mode)

↓ 1 callersFunctioni3_res50

(num_classes, pretrainedpath)

↓ 1 callersFunctionload_frame

extract_features_org.py:13

↓ 1 callersFunctionload_frame

extract_features.py:11

↓ 1 callersFunctionload_rgb_batch

(frames_dir, rgb_files, frame_indices)

extract_features_org.py:23

↓ 1 callersFunctionload_rgb_batch

(frames_dir, rgb_files, frame_indices)

extract_features.py:22

↓ 1 callersFunctionoversample_data

extract_features.py:30

↓ 1 callersFunctionrun

(i3d, frequency, frames_dir, batch_size, sample_mode)

extract_features.py:49

↓ 1 callersMethodset_params

(self, scale, bias, running_mean, running_var)

(self, num_channels, momentum=0.1, eps=1e-5)

(self, inplanes, planes, stride, downsample, temp_conv, temp_stride, use_nl=False)

(self, dim_in, dim_out, dim_inner)

Functionfreeze_bn

Functioni3_res50_nl

(num_classes, pretrainedpath)

(i3d, frequency, frames_dir, batch_size=1)

extract_features_org.py:30