GitHuber.cn - nihui

waifu2x-ncnn-vulkan C 1617

waifu2x converter ncnn version, runs fast on intel / amd / nvidia GPU with vulkan

opencv-mobile C 515

The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, WebAssembly

realsr-ncnn-vulkan C 489

RealSR super resolution implemented with ncnn library

dain-ncnn-vulkan C 268

DAIN, Depth-Aware Video Frame Interpolation implemented with ncnn library

srmd-ncnn-vulkan C 229

SRMD super resolution implemented with ncnn library

rife-ncnn-vulkan C 217

RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library

ncnn-android-yolov5 C++ 211

The YOLOv5 object detection android example

ncnn-android-squeezenet C++ 82

The squeezenet image classification android example

cain-ncnn-vulkan C 66

CAIN, Channel Attention Is All You Need for Video Frame Interpolation implemented with ncnn library

ncnn-android-styletransfer C 63

The style transfer android example

ncnn-android-mobilenetssd Java 57

The mobilenetssd object detection android example

ncnn-webassembly-nanodet C++ 53

Deploy nanodet, the super fast and lightweight object detection, in your web browser with ncnn and webassembly

ncnn * C 44

ncnn is a high-performance neural network inference framework optimized for the mobile platform

ncnn-webassembly-yolov5 HTML 41

vkpeak C++ 40

A tool which profiles Vulkan devices to find their peak capacities

ncnn-webassembly-scrfd C++ 28

Deploy SCRFD, an efficient high accuracy face detection approach, in your web browser with ncnn and webassembly

ncnn-webassembly-portrait-segmentation C++ 18

Portrait segmentation in your web browser with ncnn and webassembly

styletransfer-ncnn-vulkan C 15

ncnn-vulkan-compute-sample CMake 12

OpenCL for Nets - A Deep Learning Framework based on OpenCL, written by C++. Supports popular MLP, RNN(LSTM), CNN. Friendly Debugger. Transparent Data. 基于OpenCL的深度学习计算框架，C++开发，支持多层感知器，长短时记忆模型，卷积神经网络。调试方便，数据透明。

zzzz C++ 6

tensorflow2ncnn * C++ 6

nanodet * Python 5

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

kuaide C++ 5

A fast desktop environment based on KDE technology

InferXLite C++ 5

mace * C++ 5

Mobile AI Compute Engine

onnx-simplifier * Python 5

Simplify your onnx model

ckpt2ncnn * Python 5

smallcv * 5

Lightweight Mat and imread()/imwrite()/imshow().

imagenet-sample-images * 4

1000 images, one per image-net class. For easy visualization/exploration of classes.

RealSR * 4

Real-World Super-Resolution via Kernel Estimation and Noise Injection

chineseocr_lite * 4

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , dbnet(1.7M) + crnn(6.3M) + anglenet(1.5M) 总模型仅10M

nniefacelib * 4

nniefacelib是一个在海思35xx系列芯片上运行的人脸算法库

SeetaFaceEngine2 * 4

gen-ncnn-models * Python 4

some tools to transform darknet/tensorflow models to tencent ncnn.

eagleeye * 4

EAGLEEYE图像应用开发框架

glslang * C++ 3

Khronos-reference front end for GLSL/ESSL, partial front end for HLSL, and a SPIR-V generator.

ncnn-with-cuda * 3

Tencent NCNN with added CUDA support

xxYUV * 3

Convert between RGB and YUV

TNN * 3

TNN：移动端高性能、轻量级推断框架，同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化，同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地，欢迎大家参与协同共建，促进TNN推断框架进一步完善。

Dain-App * 3

Source code for Dain-App

oxygenspread C 3

libnofetion C 3

next generation of ofetion library

xf86-video-siska C 3

xf86 Driver for SIS Chipset

OpenCL-caffe * C++ 3

This is a Experimental version of OpenCL by AMD Research, we now recommend you to use The official BVLC Caffe OpenCL branch is over at Caffe branch now at https://github.com/BVLC/caffe/tree/opencl

caffe-int8-convert-tools * Python 3

This convert tools is base on TensorRT 2.0 Int8 calibration tools,which use the KL algorithm to find the suitable threshold to quantize the activions from Float32 to Int8(-128 - 127).

darknet2ncnn * C++ 3

Darknet2ncnn converts the darknet model to the ncnn model

OglesCnn * Java 3

基于opengles的神经网络前向传播框架

FaceComparison * Objective-C 3

This project include face-deteciton face-landmarks face-align and face-recgnition; It is a relatively complete project！

pyBridge * Python 3

This a bridge for converting torch,and other AI training framework to C++ speed up infer library,like NCNN and ect

dabnn * C++ 3

dabnn is an accelerated binary neural networks inference framework for mobile platform

bolt * 3

Bolt is a deep learning framework with high performance and heterogeneous flexibility.

kio-kuaipan C++ 3

MNN * C++ 3

MNN is a lightweight deep neural network inference engine.

pytorch * C++ 3

Tensors and Dynamic neural networks in Python with strong GPU acceleration

eva-qq-protocol 3

qq protocol document for eva

ncnn-android-yolox * 2

vulkan-kompute * 2

The General Purpose Vulkan Compute Framework. Blazing fast, lightweight, mobile-enabled, and optimized for advanced GPU data processing usecases.

ncnnRay * 2

ncnnRay++ is a CMake based integration of raylib and the very popular Tencent ncnn Deep Learning library. ncnn is written in C++ designed (but not only) for edge computing devices. The project depends on the Vulkan SDK (Vulakn is Khronos' API for Graphics and Compute on GPUs).

netron * JavaScript 2

Visualizer for neural network, deep learning and machine learning models

tengine * C++ 2

Tengine is a lite, high performance, modular inference engine for embedded device

mini-caffe * C++ 2

Minimal runtime core of Caffe, Forward only, GPU support and Memory efficiency.

protobuf * C++ 2

Protocol Buffers - Google's data interchange format

playground C++ 2

ZQCNN-v0.0 * C++ 2

一个测试版

Anakin * C++ 2

sod * C 2

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IOT Capable)

mobile-ai-bench * C++ 2

Benchmarking Neural Network Inference on Mobile Devices

FeatherCNN * C++ 2

FeatherCNN is a high performance inference engine for convolutional neural networks.

awesome-vulkan * 2

Awesome Vulkan ecosystem

brocolli * Python 2

pytorch 2 caffe

ShuffleNet-Series * Python 2

onnxruntime * 2

ONNX Runtime: cross-platform, high performance scoring engine for ML models

ksaolaji C++ 2

incubator-mxnet * C++ 2

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more