ncnn

There are 11 repositories under ncnn topic.

Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan
Language:C++ 14607
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++ 9012
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, SRMD, RealSR, Anime4K, RIFE, CAIN, DAIN, and ACNet.
anime anime4k dain esrgan frame-interpolation image-enlarger ncnn noise-reduction realsr super-resolution upscaling video video-enlarger video-frame-interpolation video-interpolation video-processing video-super-resolution vulkan waifu2x waifu2x-ncnn-vulkan
Language:C++ 6739
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 6440
Linzaer / Ultra-Light-Fast-Generic-Face-Detector-1MB
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
face-detection arm inference mnn ncnn
Language:Python 6361
k4yt3x / video2x
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
machine-learning waifu2x python video-enlarger upscaling video anime4k qt5 super-resolution srmd ncnn vulkan realsr rife neural-network
Language:Python 4409
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🔥
anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet
Language:Python 4351
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++ 3512
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++ 2364
nihui / waifu2x-ncnn-vulkan
waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
amd gpu intel linux macos ncnn nvidia vulkan waifu2x windows
Language:C 2027
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 1592
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
yolox retinaface onnxruntime object-detection face-detection face-recognition segmentation matting yolor yolop nanodet robustvideomatting mnn ncnn tnn mgmatting modnet scrfd yolox-nano yolox-tiny
Language:C++ 1462
Star-Clouds / CenterFace
face detection
face-detection anchor-free face ncnn
Language:C++ 1151
ppogg / YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
ncnn yolov5 android-app mnn shufflenetv2 repvgg transformer tensorrt pplcnet openvivo mobilenet tflite pytorch picodet onnxruntime
Language:Python 1033
cmdbug / YOLOv5_NCNN
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署，支持Android与iOS。
android chineseocr-lite dbface detection ios landmark106 mobilenet mobilenetv3 nanodet ncnn object-detection openpose simple-pose yolact yolo yolofastest yolov3 yolov4 yolov5
Language:C++ 991
CoinCheung / BiSeNet
Add bisenetv2. My implementation of BiSeNet
bisenet cityscapes pytorch bisenetv2 cocostuff tensorrt ncnn openvino triton-inference-server
Language:Python 950
zeusees / License-Plate-Detector
基于Yolov5车牌检测,更快更准.
deep-learning plate-detection ncnn retinaface
Language:Python 924
open-mmlab / mmdeploy
OpenMMLab Model Deployment Framework
computer-vision deep-learning deployment mmdetection mmsegmentation model-converter ncnn onnx onnxruntime openvino pplnn pytorch sdk tensorrt
Language:Python 877
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。
ai android aoe benchmark deep-learning demo device didi edge ios ire mace machine-learning ml mnist mnn ncnn squeezenet tensorflow tools
Language:C++ 814
nihui / realsr-ncnn-vulkan
RealSR super resolution implemented with ncnn library
amd gpu intel ncnn nvidia realsr vulkan
Language:C 661
polarisZhao / PFLD-pytorch
PFLD pytorch Implementation
face-landmark-detection ncnn pfld pfld-ncnn pfld-pytorch pytorch
Language:Python 578
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 573
BUG1989 / caffe-int8-convert-tools
Generate a quantization parameter file for ncnn framework int8 inference
quantized-neural-networks ncnn int8-inference caffe deeplearning-ai
Language:Python 507
moli232777144 / mtcnn_ncnn
基于ncnn框架搭建win及android端的MTCNN人脸检测工程
mobile mtcnn ncnn windows
Language:C++ 506
n00mkrad / flowframes
Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
video-interpolation pytorch ncnn dain rife gui
Language:C# 501
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) and Quantization (MQBench) Compression Tool Box.
cbam eagleeye efficientnetlite-yolov5 ghostnet-yolov5 mobilenetv3small-yolov5 mqbench ncnn network-slimming pplcnet shufflenetv2-yolov5 swin-transformer tensorrt tph-yolov5
Language:Python 471
zchrissirhcz / awesome-ncnn
😎 A Collection of Awesome NCNN-based Projects
android application awesome-list cnn-inference-engine deploy examples ncnn neon vulkan
468
yolov5-rt-stack
zhiqwang / yolov5-rt-stack
yolort is a runtime stack for yolov5 on specialized accelerators such as libtorch, onnxruntime, tensorrt, 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 450
imistyrain / MTCNN
Realtime Face Detection and Head pose estimation on Windows、Ubuntu、Mac、Android and iOS
face-detection caffe tensorflow ncnn mtcnn
Language:Jupyter Notebook 441
DeepVAC / deepvac
PyTorch Project Specification.
pytorch deepvac python tensorboard quantization amp torchscript onnx ncnn coreml ddp tensorrt
Language:Python 414
nihui / dain-ncnn-vulkan
DAIN, Depth-Aware Video Frame Interpolation implemented with ncnn library
dain video-interpolation ncnn vulkan gpu
Language:C 345
nihui / rife-ncnn-vulkan
RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library
gpu ncnn rife video-interpolation vulkan
Language:C 315
nihui / realcugan-ncnn-vulkan
real-cugan converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
amd gpu intel linux macos ncnn nvidia realcugan vulkan windows
Language:C 302
DayBreak-u / yolo-face-with-landmark
yoloface大礼包使用pytroch实现的基于yolov3的轻量级人脸检测（包含关键点）
torch face-detection light ncnn
Language:C++ 262
moli232777144 / mobilefacenet-mxnet
基于insightface训练mobilefacenet的相关步骤及ncnn转换流程
mobilefacnet insightface ncnn
Language:Batchfile 258
nihui / srmd-ncnn-vulkan
SRMD super resolution implemented with ncnn library
amd gpu intel ncnn nvidia srmd vulkan
Language:C 255

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