Projects in Awesome Lists tagged with mnn

https://github.com/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

Last synced: 25 Oct 2024

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 25 Oct 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/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

Last synced: 25 Oct 2024

https://github.com/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.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 17 Dec 2024

https://github.com/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.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 27 Oct 2024

https://github.com/deftruth/lite.ai.toolkit

🛠 A lite C++ toolkit of 100+ Awesome AI models, support ORT, MNN, NCNN, TNN and TensorRT. 🎉🎉

mnn mnn-model ncnn ncnn-model onnx onnxruntime onnxruntime-gpu robustvideomatting tensorrt tensorrt-inference tnn yolov5 yolov6 yolov8 yolox

Last synced: 18 Dec 2024

https://github.com/DefTruth/lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN, TNN, NCNN and TensorRT.

mnn mnn-model ncnn ncnn-model onnx onnxruntime onnxruntime-gpu robustvideomatting tensorrt tensorrt-inference tnn yolov5 yolov6 yolov8 yolox

Last synced: 27 Oct 2024

https://github.com/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~

android-app mnn mobilenet ncnn onnxruntime openvivo picodet pplcnet pytorch repvgg shufflenetv2 tensorrt tflite transformer yolov5

Last synced: 19 Dec 2024

https://github.com/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~

android-app mnn mobilenet ncnn onnxruntime openvivo picodet pplcnet pytorch repvgg shufflenetv2 tensorrt tflite transformer yolov5

Last synced: 27 Oct 2024

https://github.com/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

Last synced: 15 Dec 2024

https://github.com/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

Last synced: 26 Oct 2024

https://github.com/wangzhaode/mnn-llm

llm deploy project based mnn.

baichuan2-7b chatglm-6b chatglm2-6b codegeex2-6b cpp cuda mnn opencl qwen-7b

Last synced: 19 Dec 2024

https://github.com/Lucchetto/SuperImage

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

android compose image-processing mnn real-esrgan super-resolution upscaling

Last synced: 28 Oct 2024

https://github.com/lucchetto/superimage

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

android compose image-processing mnn real-esrgan super-resolution upscaling

Last synced: 25 Sep 2024

https://github.com/EdVince/Stable-Diffusion-NCNN

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

android clip cpp diffusion executable img2img mnn ncnn onnx stable-diffusion tensorrt tnn txt2img

Last synced: 07 Nov 2024

https://github.com/nndeploy/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基础，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 out-of-box-model parallel rknn tensorrt yolo

Last synced: 27 Oct 2024

https://github.com/talkuhulk/ai.deploy.box

controlnet cpp face gan lora mnn mobilesam ncnn ocr onnx paddlelite scrfd stablediffusion tnn webassembly yolov7 yolov8 yolox

Last synced: 21 Dec 2024

https://github.com/TalkUHulk/ai.deploy.box

controlnet cpp face gan lora mnn mobilesam ncnn ocr onnx paddlelite scrfd stablediffusion tnn webassembly yolov7 yolov8 yolox

Last synced: 27 Oct 2024

https://github.com/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

Last synced: 28 Oct 2024

https://github.com/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

Last synced: 27 Oct 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/qengineering/rpi-image

Raspberry Pi 4 Buster 64-bit OS with deep learning examples

aarch64 armv8 computer-vision cpp deep-learning face-recognition mnn ncnn opencv paddle-lite pose-estimation raspberry-pi-4 raspberry-pi-64-os raspberry-pi-image sd-card-image ssd tensorflow tensorflow-lite

Last synced: 11 Oct 2024

https://github.com/qengineering/jetson-nano-image

Jetson Nano image with deep learning frameworks

cuda deep-learning jetson-nano mnn ncnn opencv pytorch sd-card-image team-viewer tegra tensorflow torch torchvision

Last synced: 17 Dec 2024

https://github.com/deftruth/rvm-inference

🔥Robust Video Matting C++ inference toolkit with ONNXRuntime、MNN、NCNN and TNN, via lite.ai.toolkit.

cpp matting mnn ncnn onnx onnxruntime robustvideomatting tnn

Last synced: 15 Dec 2024

https://github.com/MaybeShewill-CV/MNN-LaneNet

Lane detection model for mobile device via MNN project

deep-learning lane-detection mnn semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/cmdbug/mnn_demo

🥭 移动端MNN部署学习笔记。支持Android与iOS。

android ios mnn nanodet

Last synced: 19 Nov 2024

https://github.com/wangzhaode/mnn-yolo

mnn yolo demos.

mnn yolo

Last synced: 18 Nov 2024

https://github.com/qengineering/qengineering

Machine vision apps

deep-learning face-detection jetson-nano mnn ncnn paddle raspberry-pi-4 tensorflow

Last synced: 11 Oct 2024

https://github.com/techshoww/mnn-yolov5

Imported from https://gitee.com/techshoww/mnn-yolov5.

mnn yolov5

Last synced: 27 Oct 2024

https://github.com/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