Popular GitHub Repositories for Convnet

Interactive convnet features visualization for Keras

[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"

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

A Tensorflow implementation of Spatial Transformer Networks.

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

Building Convolutional Neural Networks From Scratch using NumPy

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

ConvNet learns to play Need For Speed

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

Various CNN models for CIFAR10 with Chainer

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"

Baxter Pick and Place using GR-ConvNet. IROS 2020.

A repository with a basic layer of 3D deformable receptive field for 3D VoxCNN and 3D VoxResNet

A collection of codes for 'how far can we go with MNIST' challenge

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.