nanodet

There are 3 repositories under nanodet topic.

• 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-freeandroiddeep-learningdeep-neural-networksefficientnetmnnmodel-zoonanodetnanodet-plusncnnobject-detectionopenvinopytorchrepvggshufflenet
  Language:Python 5545

• 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.

  yoloxretinafaceonnxruntimesegmentationyoloryolopnanodetrobustvideomattingmnnncnntnnmodnetscrfdyolox-nanoyolox-tinyyolov6yolov7onnxyolov5yolov8
  Language:C++ 3455

• cmdbug / YOLOv5_NCNN

  🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署，支持Android与iOS。

  yoloyolov5iosandroidncnndetectionobject-detectionyolov4yolov3mobilenetsimple-poseyolactchineseocr-litelandmark106dbfacemobilenetv3nanodetyolofastestopenpose
  Language:C++ 1417
• ncnn-models

  Baiyuetribe / ncnn-models

  awesome AI models with NCNN, and how they were converted ✨✨✨

  deep-learningimage-classificationnanodetncnnncnn-modelpytorchyolov5yoloxgfpganrifeyolov7
  Language:C++ 233

• nihui / ncnn-webassembly-nanodet

  Deploy nanodet, the super fast and lightweight object detection, in your web browser with ncnn and webassembly

  webassemblyncnnobject-detectionnanodetartificial-intelligenceneural-networkcross-platformchromefirefoxedge
  Language:C++ 115

• hpc203 / nanodet-opncv-dnn-cpp-python

  用opencv部署nanodet目标检测，包含C++和Python两种版本程序的实现

  anchor-freecppnanodetopencvopencv-dnnpython
  Language:C++ 99

• shaoshengsong / quarkdet

  QuarkDet lightweight object detection in PyTorch .Real-Time Object Detection on Mobile Devices.

  object-detectionefficientdetghostnetmobilenetv3shufflenetv2fpnpanbifpnquarkdetnanodetfcosmosaicpytorch
  Language:Python 90

• cmdbug / MNN_Demo

  🥭 移动端MNN部署学习笔记。支持Android与iOS。

  androidiosmnnnanodet
  Language:C++ 82

• cmdbug / TNN_Demo

  🍉 移动端TNN部署学习笔记，支持Android与iOS。

  androidiosnanodettnnyoloyolov5
  Language:C++ 66

• Kazuhito00 / MOT-Tracking-by-Detection-Pipeline

  Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

  motmulti-object-trackingtracking-by-detectionbytetrackmotpynorfairyoloxefficientdetssdcenternetmediapipenanodetperson-reidentificationface-reidentificationface-recognition
  Language:Python 62

• Wulingtian / nanodet_tensorrt_int8

  nanodet int8 量化，实测推理2ms一帧！

  nanodettensorrtint8
  Language:C++ 37

• Wulingtian / nanodet_openvino

  手把手教你OpenVINO下部署NanoDet模型，intel i7-7700HQ CPU实测6ms一帧

  nanodetopenvino
  Language:Makefile 35

• vladmandic / nanodet

  NanoDet: Tiny Object Detection for TFJS and NodeJS

  nanodetobject-detectiontensorflowtensorflowjstfjstfjs-models
  Language:JavaScript 22

• DefTruth / nanodet.lite.ai.toolkit

  🍅🍅NanoDet、NanoDet-Plus with ONNXRuntime/MNN/TNN/NCNN C++. (https://github.com/DefTruth/lite.ai.toolkit)

  nanodetonnxruntimemnnncnntnn
  Language:C++ 21

• codingonion / awesome-anchor-free-object-detection

  A collection of some awesome public Anchor-Free object detection series projects.

  anchor-freeobject-detectionyoloyolov5yoloxcenternetfcoscornernetnanodetdetrtransformerattentionyolov7
  20

• Qengineering / NanoDet-ncnn-Raspberry-Pi-4

  NanoDet for a bare Raspberry Pi 4

  nanodetncnnraspberry-pi-4raspberryraspberry-pi-64-osaarch64ncnn-modeldeep-learningraspberry-piorange-pi-5rock-5rock-pi-5
  Language:C++ 18

• Kazuhito00 / NanoDet-Colaboratory-Training-Sample

  NanoDetをGoogle Colaboratory上で訓練しONNX形式のファイルをエクスポートするサンプル(This is a sample to training NanoDet on Google Colaboratory and export a file in ONNX format)

  nanodetpytorchonnxonnxruntime
  Language:Jupyter Notebook 13

• l-sf / Nanodet_openvino_quant_deploy

  本仓库在OpenVINO推理框架下部署Nanodet检测算法，并重写预处理和后处理部分，具有超高性能！让你在Intel CPU平台上的检测速度起飞！ 并基于NNCF和PPQ工具将模型量化(PTQ)至int8精度，推理速度更快！

  nanodetopenvino
  Language:C++ 13

• Kazuhito00 / NanoDet-ONNX-Sample

  NanoDetのPythonでのONNX推論サンプル

  onnxopencvpytorchnanodetobject-detection
  Language:Jupyter Notebook 10

• Qengineering / NanoDet-ncnn-Jetson-Nano

  NanoDet for Jetson Nano

  ncnnncnn-modeljetson-nanonanodetdeep-learning
  Language:C++ 10

• modelai / ymir-executor-fork

  docker images for training, mining and infer for ymir

  object-detectionyolov5yolov7detectron2mmdetectionymiryolov4nanodetvidtymir-executoryolov8
  Language:Python 8

• ankandrew / nanodet-face-detection

  Some Nanodet trained models

  face-detectiondeep-learningnanodetface-localizationncnn
  6

• ChHanXiao / D2

  This repo is implemented based on detectron2

  detectron2nanodetyolov5yoloxobject-detectionnanodet-plus
  Language:Python 6

• Qengineering / NanoDet-Tracking-ncnn-RPi_64-bit

  NanoDet with tracking for a bare Raspberry Pi 4 using ncnn.

  byte-trackingdeep-learningnanodetncnnncnn-modelraspberry-pi-4raspberry-pi-64-ostracking
  Language:C++ 6

• riskycheng / DetectX

  Nanodet, NanodetPlus, Yolov5, Yolov6, Yolov7, MobileSSD etc. deployment with ncnn/dnn/mnn/SNPE/mace/Torch onto Android

  ncnncameraxmobilenet-ssdandroiddnnnanodetnanodet-plusrenderscript
  Language:C++ 5

• cyrillkuettel / ecstatic-pilot

  Navigation software for autonomous robot. Real-time object detection using high-performance neural network inference computing framework. To communicate with microcontroller, text-based bluetooth communication. Progress of the roboter is shown on Website: We communicate with the server using websockets https://github.com/cyrillkuettel/rover/

  androidclassic-bluetoothcomputer-visionnanodetncnnndkopencv-mobileprenwebsockets
  Language:C++ 3

• LanpingTech / NANODET-ONNX-TFLite

  Implemented the prediction inference process of the NANODET model in ONNX format and TFLite format

  inferencenanodetobject-detectiononnxruntimepredictiontflite
  Language:Python 2