mnn

There are 5 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++ 8270
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 7013
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 5524
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++ 4268
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.
yolox retinaface onnxruntime segmentation yolor yolop nanodet robustvideomatting mnn ncnn tnn modnet scrfd yolox-nano yolox-tiny yolov6 yolov7 onnx yolov5 yolov8
Language:C++ 3422
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++ 2094
dog-qiuqiu / MobileNet-Yolo
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
cnn computer-vision cv darknet deep-learning face-detection landmark landmark-detection mnn mnn-framework mobilenet-yolo mobilenetv2 ncnn ncnn-model object-detection yolo yolov3
Language:C 1679
Lucchetto / SuperImage
Sharpen your low-resolution pictures with the power of AI upscaling
android compose image-processing mnn real-esrgan super-resolution upscaling
Language:Kotlin 1309
wangzhaode / mnn-llm
llm deploy project based mnn.
chatglm-6b cpp cuda mnn opencl chatglm2-6b qwen-7b baichuan2-7b codegeex2-6b
Language:C++ 1289
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++ 928
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
DeployAI / nndeploy
nndeploy是一款模型端到端部署框架。以多端推理以及基于有向无环图模型部署为内核，致力为用户提供跨平台、简单易用、高性能的模型部署体验。
ascend easy-to-use hpc mnn model-deployment multi-inference openvino parallel rknn tensorrt yolo out-of-box-model
Language:C++ 443
LSH9832 / edgeyolo
an edge-real-time anchor-free object detector with decent performance
anchor-free ascend computer-vision deep-learning edge-computing mnn object-detection object-detector onnx pytorch rk3588 rk3588s rknn tensorrt yolo
Language:Python 378
TalkUHulk / ai.deploy.box
A toolbox for deep learning model deployment using C++ YoloX | YoloV7 | YoloV8 | Gan | OCR | MobileVit | Scrfd | MobileSAM
mnn ncnn tnn paddlelite onnx cpp yolox face gan ocr scrfd yolov7 yolov8 webassembly mobilesam
Language:C 352
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++ 262
ainrichman / Peppa-Facial-Landmark-PyTorch
Facial Landmark Detection based on PyTorch
face landmark landmarks alignment onnx mnn facial pytorch
Language:Python 204
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 198
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++ 198
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++ 151
Qengineering / RPi-image
Raspberry Pi 4 Buster 64-bit OS 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
124
jackweiwang / Android-FaceDetection-UltraNet-MNN
Android face detection 30+ FPS, pretrained weight 1MB.
android face-detection mnn ultra-light-fast-generic
Language:C++ 112
DefTruth / RVM-Inference
🔥Robust Video Matting C++ inference toolkit with ONNXRuntime、MNN、NCNN and TNN, via lite.ai.toolkit.
robustvideomatting cpp onnxruntime matting mnn ncnn tnn onnx
Language:C++ 108
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
108
cmdbug / MNN_Demo
🥭 移动端MNN部署学习笔记。支持Android与iOS。
android ios mnn nanodet
Language:C++ 81
MaybeShewill-CV / MNN-LaneNet
Lane detection model for mobile device via MNN project
lane-detection semantic-segmentation deep-learning mnn
Language:C++ 72
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 70
EdVince / DragGan-NCNN
DragGan in NCNN with c++
cpp draggan mnn mobile ncnn onnx pnnx stylegan2 tflite tnn
Language:C++ 46
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 44
iwatake2222 / play_with_mnn
Sample projects to use MNN. PoseNet, SemanticSegmentation, etc.
cpp mnn deeplearning
Language:C++ 32
Yulv-git / Model-Inference-Deployment
A curated list of awesome inference deployment framework of artificial intelligence models.
inference deployment onnx openvino tensorrt mediapipe tensorflow-lite tensorflow-serving onnx-runtime libtorch ncnn tnn mnn tvm mace paddle-lite megengine-lite openppl bolt awesome
Language:Python 31
Qengineering / Qengineering
Machine vision apps
deep-learning face-detection tensorflow raspberry-pi-4 jetson-nano ncnn mnn paddle
29
bobo0810 / Classification
视觉训练框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
pytorch classification metric-learning colossal-ai face-recognition mnn
Language:Python 28
techshoww / mnn-yolov5
Imported from https://gitee.com/techshoww/mnn-yolov5.
yolov5 mnn
Language:C++ 26
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++ 24
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++ 21
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 tensorflow tensorrt opencv ncnn mnn
Language:C++ 19

mnn

alibaba / MNN

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

RangiLyu / nanodet

Tencent / TNN

DefTruth / lite.ai.toolkit

ppogg / YOLOv5-Lite

dog-qiuqiu / MobileNet-Yolo

Lucchetto / SuperImage

wangzhaode / mnn-llm

EdVince / Stable-Diffusion-NCNN

didi / AoE

DeployAI / nndeploy

LSH9832 / edgeyolo

TalkUHulk / ai.deploy.box

iwatake2222 / InferenceHelper

ainrichman / Peppa-Facial-Landmark-PyTorch

AI-performance / embedded-ai.bench

MirrorYuChen / mnn_example

yeyupiaoling / ClassificationForAndroid

Qengineering / RPi-image

jackweiwang / Android-FaceDetection-UltraNet-MNN

DefTruth / RVM-Inference

Qengineering / Jetson-Nano-image

cmdbug / MNN_Demo

MaybeShewill-CV / MNN-LaneNet

610265158 / mobilenetv3_centernet

EdVince / DragGan-NCNN

dpeerlab / Harmony

iwatake2222 / play_with_mnn

Yulv-git / Model-Inference-Deployment

Qengineering / Qengineering

bobo0810 / Classification

techshoww / mnn-yolov5

thomaszheng / OcrLiteMnn

DefTruth / nanodet.lite.ai.toolkit

iwatake2222 / InferenceHelper_Sample