ncnn

There are 15 repositories under ncnn topic.

Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
inference high-preformance simd arm-neon deep-learning artificial-intelligence android ios ncnn vulkan neural-network caffe mxnet pytorch onnx darknet tensorflow mlir keras riscv
Language:C++ 19344
Waifu2x-Extension-GUI
AaronFeng753 / Waifu2x-Extension-GUI
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
waifu2x anime4k super-resolution video-enlarger image-enlarger ncnn vulkan noise-reduction upscaling waifu2x-ncnn-vulkan video-processing anime frame-interpolation video-interpolation video-frame-interpolation video-super-resolution esrgan video rtx-video-super-resolution rtx-vsr
Language:C++ 12158
DayBreak-u / chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
ncnn ocr pytorch
Language:C++ 11529
paper2gui
Baiyuetribe / paper2gui
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
animegan2 codeformer-gui dain dain-gui gfpgan huoshan-tts microsoft-tts ncnn ncnn-model noveria realcugan-gui realcugan-pro realesrganv2-gu rife-gui stable-diffusion waifu2x-gui
Language:Jupyter Notebook 9589
YOLOX
Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
yolox yolov3 onnx tensorrt ncnn openvino pytorch megengine object-detection yolo deep-learning
Language:Python 9049
k4yt3x / video2x
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
machine-learning waifu2x python video-enlarger upscaling video anime4k qt5 super-resolution srmd ncnn vulkan realsr rife neural-network
Language:Python 8698
Linzaer / Ultra-Light-Fast-Generic-Face-Detector-1MB
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
arm face-detection inference mnn ncnn
Language:Python 7047
RangiLyu / nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
deep-neural-networks deep-learning object-detection anchor-free ncnn shufflenet pytorch mnn repvgg openvino efficientnet android model-zoo nanodet-plus nanodet
Language:Python 5551
Final2x
Tohrusky / Final2x
2^x Image Super-Resolution
cross-platform electron ncnn typescript vue3 waifu2x i18n computer-vision super-resolution anime artificial-intelligence deep-learning machine-learning upscale image-processing
Language:TypeScript 5255
Tencent / TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
deep-learning mnn ncnn inference pytorch tensorflow coreml tensorrt tengine openvino face-detection hairsegmentaion ocr
Language:C++ 4297
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN. Contains YOLOv5, YOLOv6, YOLOX, YOLOR, FaceDet, HeadSeg, HeadPose, Matting etc. Engine: ONNXRuntime, MNN.
mnn modnet nanodet ncnn onnx onnxruntime retinaface robustvideomatting scrfd segmentation tnn yolop yolor yolov5 yolov6 yolov7 yolov8 yolox yolox-nano yolox-tiny
Language:C++ 3458
nihui / waifu2x-ncnn-vulkan
waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
waifu2x ncnn vulkan gpu amd nvidia intel windows linux macos
Language:C 2920
open-mmlab / mmdeploy
OpenMMLab Model Deployment Framework
model-converter sdk deployment tensorrt ncnn pplnn openvino onnxruntime onnx mmdetection mmsegmentation computer-vision deep-learning pytorch
Language:Python 2545
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
deep-learning machine-learning caffe xgboost rest-api tsne object-detection image-segmentation image-classification neural-nets gpu ncnn tensorrt time-series pytorch tensorrt-conversion tensorrt-inference image-search
Language:C++ 2501
ppogg / YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~
ncnn yolov5 android-app mnn shufflenetv2 repvgg transformer tensorrt pplcnet openvivo mobilenet tflite pytorch picodet onnxruntime
Language:C++ 2122
zjhellofss / KuiperInfer
带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
inference inference-engine deep-learning deep-neural-networks convolution relu sigmoid graph-algorithms maxpooling caffe pnnx pytorch ncnn diy resnet yolo yolov5
Language:C++ 2026
dog-qiuqiu / MobileNet-Yolo
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
cnn yolov3 yolo mobilenetv2 mobilenet-yolo ncnn cv object-detection computer-vision deep-learning darknet mnn face-detection ncnn-model mnn-framework landmark landmark-detection
Language:C 1684
cmdbug / YOLOv5_NCNN
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署，支持Android与iOS。
yolo yolov5 ios android ncnn detection object-detection yolov4 yolov3 mobilenet simple-pose yolact chineseocr-lite landmark106 dbface mobilenetv3 nanodet yolofastest openpose
Language:C++ 1417
CoinCheung / BiSeNet
Add bisenetv2. My implementation of BiSeNet
ade20k bisenet cityscapes cocostuff ncnn openvino pytorch tensorrt triton-inference-server
Language:Python 1369
xinntao / Real-ESRGAN-ncnn-vulkan
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
real-esrgan ncnn nvidia intel vulkan gpu amd super-resolution image-restoration denoise anime jpeg-compresion esrgan
Language:C 1359
n00mkrad / flowframes
Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
video-interpolation pytorch ncnn dain rife gui
Language:Python 1339
Star-Clouds / CenterFace
face detection
face-detection anchor-free face ncnn
Language:C++ 1279
zeusees / License-Plate-Detector
基于Yolov5车牌检测,更快更准.
deep-learning ncnn plate-detection retinaface
Language:Python 1163
nihui / realsr-ncnn-vulkan
RealSR super resolution implemented with ncnn library
realsr ncnn vulkan gpu amd nvidia intel
Language:C 1057
Gumpest / YOLOv5-Multibackbone-Compression
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
tph-yolov5 ghostnet-yolov5 shufflenetv2-yolov5 mobilenetv3small-yolov5 efficientnetlite-yolov5 eagleeye mqbench pplcnet swin-transformer network-slimming cbam ncnn tensorrt
Language:Python 970
EdVince / Stable-Diffusion-NCNN
Stable Diffusion in NCNN with c++, supported txt2img and img2img
clip cpp diffusion mnn ncnn onnx stable-diffusion tensorrt tnn android executable img2img txt2img
Language:C++ 941
didi / AoE
AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。
machine-learning ai aoe android ios tensorflow deep-learning mnist squeezenet edge mnn ncnn mace demo didi ml tools benchmark ire device
Language:C++ 873
tumuyan / RealSR-NCNN-Android
An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, Anime4kcpp, nearest, bilinear, bicubic, AVIR...
super-resolution android real-esrgan realsr ncnn srmd waifu2x real-cugan interpolation image-processing lanczos anime4k
Language:C++ 871
Syencil / mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
mobile-yolov5s distillation pruning ncnn yolov5
Language:Jupyter Notebook 813
polarisZhao / PFLD-pytorch
PFLD pytorch Implementation
face-landmark-detection ncnn pfld pfld-ncnn pfld-pytorch pytorch
Language:Python 785
nihui / rife-ncnn-vulkan
RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library
ncnn gpu video-interpolation vulkan rife
Language:C 744
jizhishutong / YOLOU
YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO
yolo ncnn openvino tensorrt tengine yolov5 yolov6 yoloe
Language:Jupyter Notebook 739
nihui / realcugan-ncnn-vulkan
real-cugan converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
windows macos linux amd nvidia intel gpu vulkan ncnn realcugan
Language:C 730
yolort
zhiqwang / yolort
yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
libtorch yolov5 inference torchscript onnx onnxruntime tvm pytorch detection jit visualization yolo lightning yolort deployment ncnn tensorrt graghsurgeon trt nms
Language:Python 705
zchrissirhcz / awesome-ncnn
😎 A Collection of Awesome NCNN-based Projects
cnn-inference-engine deploy ncnn awesome-list android neon vulkan application examples
685
DeepVAC / deepvac
PyTorch Project Specification.
pytorch deepvac python tensorboard quantization amp torchscript onnx ncnn coreml ddp tensorrt
Language:Python 642

ncnn

Tencent / ncnn

AaronFeng753 / Waifu2x-Extension-GUI

DayBreak-u / chineseocr_lite

Baiyuetribe / paper2gui

Megvii-BaseDetection / YOLOX

k4yt3x / video2x

Linzaer / Ultra-Light-Fast-Generic-Face-Detector-1MB

RangiLyu / nanodet

Tohrusky / Final2x

Tencent / TNN

DefTruth / lite.ai.toolkit

nihui / waifu2x-ncnn-vulkan

open-mmlab / mmdeploy

jolibrain / deepdetect

ppogg / YOLOv5-Lite

zjhellofss / KuiperInfer

dog-qiuqiu / MobileNet-Yolo

cmdbug / YOLOv5_NCNN

CoinCheung / BiSeNet

xinntao / Real-ESRGAN-ncnn-vulkan

n00mkrad / flowframes

Star-Clouds / CenterFace

zeusees / License-Plate-Detector

nihui / realsr-ncnn-vulkan

Gumpest / YOLOv5-Multibackbone-Compression

EdVince / Stable-Diffusion-NCNN

didi / AoE

tumuyan / RealSR-NCNN-Android

Syencil / mobile-yolov5-pruning-distillation

polarisZhao / PFLD-pytorch

nihui / rife-ncnn-vulkan

jizhishutong / YOLOU

nihui / realcugan-ncnn-vulkan

zhiqwang / yolort

zchrissirhcz / awesome-ncnn

DeepVAC / deepvac