MatConvNet contributions

This is a list of active MatConvNet contributed repositories.

They can be downloaded separately, or managed with the vl_contrib command (including compilation and setup; see help vl_contrib).

To add new repositories, open a Pull Request with your suggested changes (GitHub and BitBucket repositories are supported).

• autonn Automatic Differentiation engine for MatConvNet.
• curveball Second-order optimiser for deep networks.
• schedule Scheduler for MatConvNet experiments, including grid and random searches, with multi-GPU support.
• convnet-burden Memory estimates/FLOP counting for convnet architectures.
• mcnSSD Single Shot Multi-box Detector (SSD).
• mcnFasterRCNN Faster R-CNN object detector.
• mcnRFCN R-FCN object detector.
• mcnBReNorm Batch Renormalization.
• mcnPyTorch Tool for importing pytorch models into MatConvNet.
• mcnRobustLoss Robust loss functions
• mcnMaxout Maxout Networks.
• mcnResNeXt ResNeXt Models.
• mcnSENets Squeeze-and-Excitation Networks.
• mcnNMS GPU-based non-maximum supression.
• mcnColors GPU-based color transformations.
• mcnMovingStats Online estimation of feature statistics.
• mcnExtraLayers Additional layers for matconvnet.
• mcnDeepLab DeepLab segmentation.
• mcnGroupNorm Group Normalization experiments.
• VGGVox VGGVox models trained on the VoxCeleb dataset.
• mcnDatasets Common dataset imdb helpers.
• mcnFerPlus Emotion recognition on Fer2013+
• mcnToyOptim Toy datasets for optimiser comparison.
• mcnDCGAN Deep Convolution Generative Adversarial Networks.
• mcnIm2row MATLAB interface to the im2row function.
• siamese-mnist MNIST Siamese Network example.
• dagnn_caffe_deploy MatConvNet-DagNN to Caffe model converter.
• RotEqNet Rotation equivariant vector field networks.
• autonn-feedforward-texture-synthesis Feed forward texture synthesis in autonn.
• WSDDN Weakly Supervised Detection Networks
• mcnCrossModalEmotions Emotion Recognition in Speech using Cross-Modal Transfer in the Wild.
• mcn-example-module Example contribution repository, including C++/CUDA code compilation.