convolutional-neural-networks

A High-Quality Real Time Upscaler for Anime Video

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Techniques for deep learning with satellite & aerial imagery

Best Practices, code samples, and documentation for Computer Vision.

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

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

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Code examples for new APIs of iOS 10.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Simple and comprehensive tutorials in TensorFlow

High-efficiency floating-point neural network inference operators for mobile, server, and Web

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

Text Classification Algorithms: A Survey

Top 200 deep learning Github repositories sorted by the number of stars.

Convolutional Neural Network for 3D meshes in PyTorch

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

pip install antialiased-cnns to improve stability and accuracy

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

A curated list of Best Artificial Intelligence Resources

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

[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"

Realtime human head pose estimation with ONNXRuntime and OpenCV.

Real time emotion recognition

A lightweight header-only library for using Keras (TensorFlow) models in C++.