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@Qengineering
Qengineering
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Q-engineering Qengineering

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Computer vision, Machine learning, Applied mathematics
1.4k followers · 0 following
  • Q-engineering
  • Groningen
  • qengineering.eu

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Achievement: Starstruckx3Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Starstruckx3Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Arctic Code Vault Contributor
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Qengineering/README.md

output image

YoloCam

output image output image
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

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A Raspberry Pi 4 or 5, with stand-alone AI, supports multiple IP surveillance cameras.

Rock5GPT

Rock5GPT
A professional Qwen3.5 AI chatbot running on a Rock 5C.

Table of Contents

  • AI

    • VLM
      NPU RK3588 (Rock 5A, Orange Pi 5, Rock 5C)
      • Qwen3.5-VL-0.8B
      • Qwen3.5-VL-2B
      • Qwen3.5-VL-4B
      • Qwen3.5-VL-9B
      • Qwen3-Video
      • Qwen3-VL-2B
      • Qwen3-VL-4B
      • InternVL3.5-1B
      • InternVL3.5-2B
      • InternVL3.5-4B
      • InternVL3.5-8B
      • Qwen2.5-VL-3B
      • Qwen2-VL-7B
      • Qwen2-VL-2.2B
      • InternVL3-1B
      • SmolVLM2-2.2B
      • SmolVLM2-500M
      • SmolVLM2-256M

  • 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 YoloFastestV2 Raspberry Pi 64
      • ncnn YoloX 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 YoloV10 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 YoloFastetsV2 Jetson Nano
      • ncnn YoloX 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

        TensorRT
      • TensorRT YoloV8.2 Jetson (Orin) Nano

        NPU RK3566/68/88 (Radxa Zero 3, Rock 5, Orange Pi 5, Rock 5C)
      • NPU PP YoloE
      • NPU YoloX
      • NPU YoloV5
      • NPU YoloV5 multithread
      • NPU YoloV6
      • NPU YoloV7
      • NPU YoloV8
      • NPU YoloV10
    • Tracking
      • ByteTrack with labels
      • ncnn YoloX + Tracking Rpi 64
      • ncnn NanoDet + Tracking Rpi 64
      • Tensorflow Lite + Tracking Rpi 64
    • Traffic
      • Traffic counter camera Rpi 64
      • Traffic counter camera Rock 5C
    • 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
      • ncnn PaddleOCR (v5) Document scanner RPi
      • PaddleOCR-Lite License plate 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

    • Joshua Riek
      • RK35xx-CopyFail-Hotfix
    • rtop
      • rtop Ubuntu
      • rtop KDE
    • 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

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

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

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

output image Banana Pi M2 Zero image with OV5640 camera and OpenCV

output image Rock 5 with Ubuntu 22.04, OpenCV, ncnn and NPU

output image Radxa Zero 3 with Ubuntu 24.04, OpenCV, ncnn and NPU

output image A Jetson Nano image with OpenCV, TensorFlow and PyTorch

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

  • Applications

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

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

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

statistics

paypal

Pinned Loading

  1. Jetson-Nano-Ubuntu-20-image Jetson-Nano-Ubuntu-20-image Public

    Jetson Nano with Ubuntu 20.04 image

    988 100

  2. RPi-image RPi-image Public

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

    137 19

  3. PyTorch-Raspberry-Pi-64-OS PyTorch-Raspberry-Pi-64-OS Public

    PyTorch installation wheels for Raspberry Pi 64 OS

    115 9

  4. Jetson-Nano-image Jetson-Nano-image Public

    Jetson Nano image with deep learning frameworks

    156 24

  5. Install-OpenCV-Jetson-Nano Install-OpenCV-Jetson-Nano Public

    OpenCV installation script with CUDA and cuDNN support

    Shell 242 64

  6. YoloV5-NPU YoloV5-NPU Public

    YoloV5 NPU for the RK3566/68/88

    C++ 134 15

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