Popular GitHub Repositories for Places365 Cnns

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

pip install antialiased-cnns to improve stability and accuracy

Implementations of CNNs, RNNs, GANs, etc

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

CNNs for Sentence Classification in PyTorch

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Word GPT Plus is a word add-in which integrates the chatGPT model into Microsoft Word. Both official and web api is supported.

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

Object detection on multiple datasets with an automatically learned unified label space.

?Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.???

This repository contains the source code of our work on designing efficient CNNs for computer vision

MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices