mnn

There are 4 repositories under mnn topic.

alibaba / MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm
Language:C++ 6792
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 6402
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 4440
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++ 3571
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
face-detection face-recognition matting mnn modnet nanodet ncnn object-detection onnxruntime retinaface robustvideomatting scrfd segmentation tnn yolop yolor yolov6 yolox yolox-nano yolox-tiny
Language:C++ 1749
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 1596
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 1143
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++ 815
MirrorYuChen / mnn_example
alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet
facelandmark mnn facedection facerecognition facealigner classifier objectdetection
Language:C++ 179
AI-performance / embedded-ai.bench
benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.
inference deep-learning-framework ncnn mnn tnn arm arm-neon deep-learning-inference embedded-ai android ios tensorflow-lite artificial-intelligence benchmark
Language:Python 178
ainrichman / Peppa-Facial-Landmark-PyTorch
Facial Landmark Detection based on PyTorch
face landmark landmarks alignment onnx mnn facial pytorch
Language:Python 161
InferenceHelper
iwatake2222 / InferenceHelper
C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
cpp deep-learning deeplearning inference mnn ncnn nnabla opencv tensorflow tensorrt
Language:C++ 146
yeyupiaoling / ClassificationForAndroid
在Android使用深度学习模型实现图像识别，本项目提供了多种使用方式，使用到的框架如下：Tensorflow Lite、Paddle Lite、MNN、TNN
classification deep-learning mnn paddlepaddle tensorflow2 tnn
Language:C++ 101
jackweiwang / Android-FaceDetection-UltraNet-MNN
Android face detection 30+ FPS, pretrained weight 1MB.
mnn ultra-light-fast-generic face-detection android
Language:C++ 91
Qengineering / RPi-image
Raspberry Pi 4 64-bit OS image with deep learning examples
raspberry-pi-4 raspberry-pi-image deep-learning cpp aarch64 raspberry-pi-64-os armv8 ncnn paddle-lite tensorflow-lite mnn ssd pose-estimation face-recognition opencv sd-card-image tensorflow computer-vision
75
610265158 / mobilenetv3_centernet
A tensorflow implement mobilenetv3 centernet, which can be easily deployeed on android(MNN) and ios(CoreML).
centernet coreml mnn mobilenetv3-centernet mscoco tensorflow
Language:Python 69
MaybeShewill-CV / MNN-LaneNet
Lane detection model for mobile device via MNN project
lane-detection semantic-segmentation deep-learning mnn
Language:C++ 62
cmdbug / MNN_Demo
🥭 移动端MNN部署学习笔记。支持Android与iOS。
android nanodet mnn ios
Language:C++ 58
DefTruth / RobustVideoMatting.lite.ai.toolkit
🔥RobustVideoMatting with ONNXRuntime/MNN/NCNN/TNN
robustvideomatting cpp onnxruntime matting mnn ncnn tnn onnx
Language:C++ 56
Qengineering / Jetson-Nano-image
Jetson Nano image with deep learning frameworks
opencv deep-learning tensorflow jetson-nano pytorch torchvision torch mnn ncnn sd-card-image tegra cuda team-viewer
42
dpeerlab / Harmony
Harmony framework for connecting scRNA-seq data from discrete time points
scrna-seq scrna-seq-analysis mnn batch-correction developmental-trajecotries
Language:Jupyter Notebook 35
Turing311 / Spleeter_Android_iOS
Spleeter (Audio Seperation) NN models for Android / iOS APP
spleeter deep-learning voice-separation android ios coreml mnn
24
techshoww / mnn-yolov5
Imported from https://gitee.com/techshoww/mnn-yolov5.
yolov5 mnn
Language:C++ 16
Qengineering / Qengineering
Machine vision apps
deep-learning face-detection tensorflow raspberry-pi-4 jetson-nano ncnn mnn paddle
12
thomaszheng / OcrLiteMnn
ChineseOcr Lite Mnn，超轻量级中文OCR PC Demo，使用MNN推理
mnn ocr chinese-ocr
Language:C++ 12
ItchyHiker / Fast_Portrait_Matting_MNN
Real time portrait matting on mobile phone using MNN inference engine.
mnn deep-learning computer-vision portrait-segmentation portrait-matting image-segmenation ios gpuimage
Language:Objective-C 9
iwatake2222 / InferenceHelper_Sample
Sample projects for InferenceHelper, a Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow
cpp deeplearning mnn ncnn opencv tensorflow tensorrt
Language:C++ 9
bobo0810 / PytorchExample
Pytorch最小实践
pytorch amp ddp tensorrt ncnn mnn
Language:Python 7
DefTruth / nanodet.lite.ai.toolkit
🍅🍅NanoDet、NanoDet-Plus with ONNXRuntime/MNN/TNN/NCNN C++. (https://github.com/DefTruth/lite.ai.toolkit)
nanodet onnxruntime mnn ncnn tnn
Language:C++ 7
DefTruth / scrfd.lite.ai.toolkit
🍅🍅 Super fast accurate face detector ! SCRFD(CVPR 2021) with MNN/TNN/NCNN/ONNXRuntime C++. (https://github.com/DefTruth/lite.ai.toolkit)
scrfd ncnn mnn tnn onnxruntime
Language:C++ 7
Yulv-git / Model_Inference_Deployment
A curated list of awesome inference deployment framework of artificial intelligence models.
bolt deployment inference libtorch mace mediapipe megengine-lite mnn ncnn onnx onnx-runtime openppl openvino paddle-lite tensorflow-lite tensorflow-serving tensorrt tnn tvm
Language:Python 7
iwatake2222 / play_with_mnn
Sample projects to use MNN. PoseNet, SemanticSegmentation, etc.
cpp deeplearning mnn
Language:C++ 6
xiaochus / DeepModelDeploy
Deploy deep learning model on difference hardware and framework. (TensorRT/ONNX/MNN/RKNN)
deep-learning gpu tensorrt onnxruntime mnn rknn pytorch deployment
Language:C++ 6
DefTruth / YOLOP.lite.ai.toolkit
🚀🚀🌟 YOLOP with ONNXRuntime C++/MNN/TNN/NCNN (https://github.com/DefTruth/lite.ai.toolkit)
yolop onnxruntime tnn mnn ncnn
Language:C++ 5
jmu201521121021 / YOLOX.MNN
YOLOX MNN Project
yolox mnn
5
Qengineering / LFFD-MNN-Jetson-Nano
Face detection with MNN on a Jetson Nano
mnn mnn-model jetson-nano aarch64 deep-learning face-detection lffd
Language:C++ 5

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