Repository Index

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

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

subpixel: A subpixel convnet for super resolution with Tensorflow

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

• deep-learning
• machine-learning
• deep-reinforcement-learning
• mit

Interactive convnet features visualization for Keras

• deep-learning
• convolutional-neural-networks
• visualization

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

• image-denoising
• residual-learning
• super-resolution
• jpeg-deblocking

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

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

Deformable ConvNets V2 (DCNv2) in PyTorch

MatConvNet: CNNs for MATLAB

[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

A GPU implementation of Convolutional Neural Nets in C++

Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework