mnn · GitHub Topics

#大语言模型#MNN是一个轻量级的深度神经网络引擎，支持深度学习的推理与训练。适用于服务器/个人电脑/手机/嵌入式各类设备。目前，MNN已经在阿里巴巴的手机淘宝、手机天猫、优酷等30多个App中使用，覆盖直播、短视频、搜索推荐、商品图像搜索、互动营销、权益发放、安全风控等场景。

mnn convolution vulkan embedded-devices winograd-algorithm 机器学习深度学习 arm 大语言模型 transformer

C++ 11.7 k

3 天前

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

#人脸识别# 💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

face-detection arm inference mnn ncnn

Python 7.36 k

1 年前

RangiLyu / nanodet

#安卓#NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

深度神经网络深度学习 object-detection anchor-free ncnn shufflenet PyTorch mnn repvgg openvino efficientnet Android model-zoo nanodet

Python 5.97 k

10 个月前

Tencent / TNN

#人脸识别#由腾讯优图实验室开源的高性能、轻量级神经网络推理框架，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。

深度学习 mnn ncnn inference PyTorch Tensorflow coreml tensorrt tengine openvino face-detection OCR

C++ 4.53 k

1 个月前

xlite-dev / lite.ai.toolkit

🛠 A lite C++ AI toolkit: 100+🎉 models with MNN, ORT and TRT.

yolox onnxruntime robustvideomatting mnn ncnn tnn yolov6 onnx yolov5 yolov8 tensorrt stable-diffusion

C++ 4.13 k

4 天前

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 mnn shufflenetv2 repvgg transformer tensorrt pplcnet openvivo mobilenet tflite PyTorch picodet onnxruntime

C++ 2.39 k

1 年前

dog-qiuqiu / MobileNet-Yolo

#人脸识别#MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

cnn yolov3 yolo mobilenetv2 mobilenet-yolo ncnn cv object-detection 机器视觉深度学习 darknet mnn face-detection landmark landmark-detection

C 1.73 k

4 年前

wangzhaode / mnn-llm

llm deploy project based mnn. This project has merged into MNN.

chatglm-6b C++CUDA mnn opencl chatglm2-6b qwen-7b baichuan2-7b codegeex2-6b

C++ 1.59 k

5 个月前

Lucchetto / SuperImage

#安卓#Sharpen your low-resolution pictures with the power of AI upscaling

Android mnn real-esrgan super-resolution upscaling 图像处理 compose

Kotlin 1.49 k

2 年前

tumuyan / RealSR-NCNN-Android

#安卓#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 图像处理 anime4k mnn

C++ 1.42 k

6 天前

EdVince / Stable-Diffusion-NCNN

#安卓#Stable Diffusion in NCNN with c++, supported txt2img and img2img

clip C++diffusion mnn ncnn onnx stable-diffusion tensorrt tnn Android executable img2img txt2img

C++ 1.04 k

2 年前

nndeploy / nndeploy

Easy-to-use, high-performance, multi-platform inference deployment framework

ascend easy-to-use hpc mnn model-deployment openvino parallel tensorrt yolo

C++ 942

5 天前

didi / AoE

#安卓#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。

机器学习人工智能 aoe Android iOS Tensorflow 深度学习 mnist squeezenet Edge mnn ncnn Demo didi 工具 benchmark device

C++ 885

2 年前

TalkUHulk / ai.deploy.box

mnn ncnn tnn onnx C++yolox face Generative Adversarial Network OCR scrfd yolov7 yolov8 WebAssembly mobilesam controlnet lora stablediffusion

C 536

4 个月前

LSH9832 / edgeyolo

#计算机科学#an edge-real-time anchor-free object detector with decent performance

anchor-free 机器视觉 object-detector 深度学习 edge-computing object-detection onnx yolo PyTorch tensorrt mnn ascend

Python 494

9 天前

iwatake2222 / InferenceHelper

#计算机科学#C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

C++深度学习 Tensorflow tensorrt OpenCV ncnn mnn inference

C++ 287

3 年前