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YoloCam

A Raspberry Pi 4, 3 or Zero 2, with stand-alone AI object recognition, browser-based live streaming, email, cloud storage, GPIO and URL event triggers.

YoloIP

A Raspberry Pi 4, with stand-alone AI, supports multiple IP surveillance cameras.

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Table of Contents

• Deep Learning

  • Classification
    • TensorFlow Lite Raspberry Pi zero
    • TensorFlow Lite Raspberry Pi 32
    • TensorFlow Lite Raspberry Pi 64
    • TensorFlow Lite Jetson Nano
    • ncnn ShuffleNetV2 Raspberry Pi
    • ncnn SqueezeNet Raspberry Pi
  • SSD
    
    Raspberry Pi 4/5
    • TensorFlow Lite Raspberry Pi 32
    • TensorFlow Lite Raspberry Pi 64
    • OpenCV MobileNetV1_SSD Caffe Raspberry Pi 64
    • OpenCV MobileNetV1_SSD TensorFlow Raspberry Pi 64
    • ncnn Rfcn Raspberry Pi 64
    • ncnn Faster RCNN Raspberry Pi 64
    • ncnn PeeleeNet Raspberry Pi 64
    • ncnn NanoDet Raspberry Pi 64
    • ncnn NanoDet Plus Raspberry Pi 64
    • ncnn PP-PicoDet Raspberry Pi 64
    • ncnn YoloV2 Raspberry Pi 64
    • ncnn YoloV3 Raspberry Pi 64
    • ncnn YoloV4 Raspberry Pi 64
    • ncnn YoloV5 Raspberry Pi 64
    • ncnn YoloV6 Raspberry Pi 64
    • ncnn YoloV7 Raspberry Pi 64
    • ncnn YoloV8 Raspberry Pi 64
    • ncnn YoloV9 Raspberry Pi 64
    • ncnn YoloX Raspberry Pi 64
    • ncnn YoloFastestV2 Raspberry Pi 64
      
      Jetson Nano
    • TensorFlow Lite Jetson Nano
    • Darknet YoloV4 Jetson Nano
    • ncnn NanoDet Jetson Nano
    • ncnn NanoDet Plus Jetson Nano
    • ncnn PP-PicoDet Jetson Nano
    • ncnn YoloV2 Jetson Nano
    • ncnn YoloV3 Jetson Nano
    • ncnn YoloV4 Jetson Nano
    • ncnn YoloV5 Jetson Nano
    • ncnn YoloV6 Jetson Nano
    • ncnn YoloV7 Jetson Nano
    • ncnn YoloX Jetson Nano
    • ncnn YoloFastetsV2 Jetson Nano
      
      TensorRT
    • TensorRT YoloV8.2 Jetson (Orin) Nano
      
      NPU RK3566/68/88 (Radxa Zero 3, Rock 5, Orange Pi 5)
    • NPU PP YoloE
    • NPU YoloV5
    • NPU YoloV6
    • NPU YoloV7
    • NPU YoloV8
    • NPU YoloX
  • Tracking
    • ByteTrack with labels
    • Traffic counter camera Rpi 64
    • ncnn YoloX + Tracking Rpi 64
    • ncnn NanoDet + Tracking Rpi 64
    • Tensorflow Lite + Tracking Rpi 64
  • Segmentation
    • TensorFlow Lite Raspberry Pi 32
    • TensorFlow Lite Raspberry Pi 64
    • TensorFlow Lite Jetson Nano
    • ncnn YoloV5 segmentation Rpi 64
    • ncnn Yolact Raspberry Pi
    • NPU YoloV5-seg
    • NPU YoloV8-seg
  • Pose
    • TensorFlow Lite Raspberry Pi 32
    • TensorFlow Lite Raspberry Pi 64
    • TensorFlow Lite Jetson Nano
    • ncnn Raspberry Pi 64
  • Face detection
    • MNN Ultra Raspberry Pi 64
    • ncnn Ultra Raspberry Pi 64
    • OpenCV Ultra Raspberry Pi 64
    • ncnn LFFD Raspberry Pi 64
    • MNN LFFD Raspberry Pi 64
    • ncnn CenterFace Raspberry Pi 64
    • ncnn LFFD Jetson Nano
    • MNN LFFD Jetson Nano
    • ncnn CenterFace Jetson Nano
    • ncnn YoloV5 face Raspberry Pi 64
    • Face detection with landmarks
      • ncnn Ultra Raspberry Pi
  • Face mask detection
    • ncnn + Paddle Raspberry Pi
    • ncnn + Paddle Jetson Nano
    • TensorFlow Raspberry Pi
    • TensorFlow Jetson Nano
  • Face recognition
    • ncnn Raspberry Pi
    • ncnn Jetson Nano
    • Face recognition with mask
      • ncnn Jetson Nano
  • OCR
    • PaddleOCR-Lite License plate RPi
    • PaddleOCR-Lite Document scanner RPi
    • OpenCV detect text in image RPi
    • OpenCV recognize text with deep learning RPi
    • OpenCV recognize text with tesseract RPi
  • Parking
    • XACTAI - OCR - License plate
  • Super-resolution
    • real ESRGAN ncnn Raspberry Pi 4
    • realsr ncnn Jetson Nano
  • Face reconstruction
    • GFPGAN ncnn Raspberry Pi 4
  • Age Gender estimation
    • OpenCV Raspberry Pi
  • Head pose estimation
    • ncnn Ultra Raspberry Pi 64
  • Hand pose estimation
    • ncnn NanoDet Raspberry Pi 64
  • Colorization
    • ncnn Colorization Raspberry Pi 64
  • QR and bar code
    • ZBar Raspberry Pi

• Wheels

  • TensorFlow
    • Raspberry Pi 32
    • Raspberry Pi 64
    • Jetson Nano
  • TensorFlow Lite
    • Raspberry Pi 64
    • Jetson Nano
  • TensorFlow Addons
    • Raspberry Pi 64
    • Jetson Nano
  • PyTorch
    • Raspberry Pi 64
    • Jetson Nano
  • PaddlePaddle
    • Raspberry Pi 64
    • Jetson Nano
  • TensorRT
    • Jetson Nano Ubuntu 20.04
  • OpenCV
    • Raspberry Pi 32
    • Raspberry Pi 64
    • Jetson Nano

• Miscellaneous

  • OpenCV
    • libcamera C++ API wrapper Bullseye 64
    • GStreamer
      • Buster
        • GStreamer 1.18.4 + OpenCV Raspberry Pi 32
        • GStreamer 1.18.4 + OpenCV Raspberry Pi 64
      • Bullseye
        • Libcamera + OpenCV on Raspberry Pi 32
        • Libcamera + OpenCV on Raspberry Pi 64
    • Multithread cameras with OpenCV
    • RTSP with OpenCV
    • Examples Raspberry Pi 64
    • Qt5 RPi 64 + Jetson Nano
    • Blur detection
    • Fast background substraction
  • Sensors
    • DHT22 sensor
  • Caffe
    • cuDNN 8.0 + CUDA 10.3 WeiLui SSD Fork + Configuration files RPi, Jetson
  • NPU
    • RKNN model zoo

• Images

Raspberry Pi 4 Bullseye 64-bit OS with several frameworks and deep-learning examples

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

Raspberry Pi Zero 2 W 64-bit OS image with OpenCV, TensorFlow Lite and ncnn

Banana Pi M2 Zero image with OV5640 camera and OpenCV

Rock 5 with OpenCV, TNN, ncnn and NPU

Rock 5 with Ubuntu 22.04, OpenCV, ncnn and NPU

Radxa Zero 3 with Ubuntu 22.04, OpenCV, ncnn and NPU

A Jetson Nano image with OpenCV, TensorFlow and PyTorch

A Jetson Nano - Ubuntu 20.04 image with OpenCV, TensorFlow and PyTorch

• Applications

RPi z2, 3 or 4 motion surveillance camera with email notification and gdrive storage

YoloCam, the cheapest AI-powered camera with email notification, gdrive storage and GPIO output

YoloIP, the cheapest AI-powered machine, supports multiple IP surveillance cameras

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