Repository Index

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

• imagenet
• resnet
• resnext
• pretrained

Deformable Convolutional Networks

RepVGG: Making VGG-style ConvNets Great Again

The repository host gives no description.

Easy benchmarking of all publicly accessible implementations of convnets

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

• convolutional-neural-networks
• bayesian-network
• bayesian-convnets
• bayes-by-backprop

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

• bert
• convnet
• convolutional-neural-networks
• masked-image-modeling

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

• tensorflow
• matconvnet
• depth-maps
• depth-prediction