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Flops Counter.pytorch
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2,606
Flops counter for convolutional networks in pytorch framework
Medicalnet
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1,648
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
Medicalzoopytorch
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896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Video Classification 3d Cnn Pytorch
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749
Video classification tools using 3D ResNet
Efficient 3dcnns
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549
PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.
Video Classification
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498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pyvideoresearch
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435
A repository of common methods, datasets, and tasks for video research
Epipolarpose
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366
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
Pseudo 3d Residual Networks
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329
Pseudo-3D Convolutional Residual Networks for Video Representation Learning
Dpc
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222
Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.
R C3d.pytorch
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166
R-C3D pytorch implementation
Keras Resnet3d
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121
Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.
Classification_models_3d
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109
Set of models for classifcation of 3D volumes
Ukbiobank_deep_pretrain
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104
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
Pytorchconv3d
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95
I3D and 3D-ResNets in PyTorch
Mvcnn Pytorch
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94
Portrait_fcn_and_3d_reconstruction
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60
This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.
I3d Tensorflow
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45
Inflated 3D ConvNets for video understanding
Codes For Steering Control
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39
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)
Mict Net Pytorch
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33
Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
Action Recognition Using 3d Resnet
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26
Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
Gradvis
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24
Mict Ranet Asl Fingerspelling
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20
Real-time fingerspelling video recognition achieving 74.4% letter accuracy on ChicagoFSWild+
Video Classification 3d Cnn
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15
Video classification tools using 3D ResNet
Pseudo 3d Residual Networks Mxnet
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14
mxnet deploy version of pseudo-3d-residual-networks(P-3D), sport1m and Kinetics pretrained model is supported
Class_feature_visualization_pyramid
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14
PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network
3d_resnet_tensorflow_tensorboard
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10
The object-oriented implementation of the Residual Network proposed in "Deep Residual Learning for Image Recognition" modified to be used for 3D images
Actionclassification
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10
Video action classification benchmark for common CNN architectures, implemented in PyTorch
3d Cnn Resnet Keras
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9
Residual version of the 3DCNN net.
Pytorch Deeplabv3plus 3d
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5
Deeplabv3 plus 3D version (in pytorch)
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