Popular GitHub Repositories for Magick Net

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

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

A C#/.NET library to run LLM (?LLaMA/LLaVA) on your local device efficiently.

TensorFlow API for .NET languages

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

AI Multi-Agent Framework in .NET

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

3D U-Net model for volumetric semantic segmentation written in pytorch

An unofficial C#/.NET SDK for accessing the OpenAI GPT-3 API

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

Five lessons, learn how to really apply AI to your .NET Applications

《深度学习与计算机视觉》配套代码