AI-on-the-edge-device
OpenCV
AI-on-the-edge-device | OpenCV | |
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38 | 197 | |
5,130 | 76,212 | |
- | 0.8% | |
9.2 | 9.9 | |
1 day ago | 5 days ago | |
C++ | C++ | |
MIT License | Apache License 2.0 |
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AI-on-the-edge-device
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What's that touchscreen in my room?
This is what I am using for this exact purpose: https://github.com/jomjol/AI-on-the-edge-device
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Elster TPR11 water meter reader
Anyway, in case decoding the radio traffic gets you nowhere, this works reasonably well.
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Rubberband cluster no more!
- https://jomjol.github.io/AI-on-the-edge-device-docs/
- APT: Vibration sensors are extremely versatile.
- Natural gas monitor
- ESP32-CAM and light flash led only when taking snapshot
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AI on the edge to capture readings from old measuring devices
I was looking for a way to collect readings of our water clock and stumbled upon this (https://github.com/jomjol/AI-on-the-edge-device) interesting hw/sw project to aquire data from old measuring devices (water, power, gas,...) with tflite and ocr.
- Gaszähler automatisch ablesen lassen
- FLiP Stack Weekly for 06 February 2023
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How can I monitor my energy usage? I.e. connect to home assistant? I live in a rental apartment and this is the main board.
I think this would be better https://github.com/jomjol/AI-on-the-edge-device. It's esp camera with ai detection for water meters, I use it also as monitoring for electricity.. the new firmware has HA support over mqtt. It's more diy but once you set it up it works like a charm.
OpenCV
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การจำแนกสายพันธุ์มะม่วง โดยใช้ Visual Geometry Group 16 (VGG16) ใน Python
Referenceshttps https://www.kaggle.com/datasets/riyaelizashaju/skin-disease-image-dataset-balanced?fbclid=IwAR3wbTp8l5yo_5fx6HAX8Vd2-9cca3khAc8EiBGFObaALfdVid29IuB_rYE https://keras.io/api/applications/vgg/ https://www.tensorflow.org/tutorials/images/cnn?hl=th https://opencv.org/
- Opencv-Python adds support for Pathlike objects
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
Data analysis involves scrutinizing datasets for class imbalances or protected features and understanding their correlations and representations. A classical tool like pandas would be my obvious choice for most of the analysis, and I would use OpenCV or Scikit-Image for image-related tasks.
- OpenCV calls for help
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Image segmentation in huggingface
You'll need to plot the predictions. There are a few open source tools to do that, supervision is one you can use (https://github.com/roboflow/supervision) and opencv is another common option (https://github.com/opencv/opencv)
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Looking for a Windows auto-clicker with conditions
You might be able to achieve this with scripting tools like AutoHotkey or Python with libraries for GUI automation and image recognition (e.g., PyAutoGUI https://pyautogui.readthedocs.io/en/latest/, OpenCV https://opencv.org/).
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NodeJS: Blurring Human Faces in Photos
The OpenCV4NodeJs A.I. library provides an interface for calling OpenCV routines in NodeJS.
- NodeJS - Ofuscando rostos humanos em fotos
- SIMD Everywhere Optimization from ARM Neon to RISC-V Vector Extensions
- VidCutter: A program for lossless video cutting
What are some alternatives?
home-assistant-glow - ⚡ The power of energy measurements in your house
libvips - A fast image processing library with low memory needs.
esphome-dlms-meter - ESPHome component to read out DLMS smart meters via M-Bus
VTK - Mirror of Visualization Toolkit repository
ssocr - Seven Segment Optical Character Recognition
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
localsend - An open-source cross-platform alternative to AirDrop
CImg - The CImg Library is a small and open-source C++ toolkit for image processing
rtlamr2mqtt - Docker container to send rtlamr readings to a mqtt broker
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
prometheus-bridge
Boost.GIL - Boost.GIL - Generic Image Library | Requires C++14 since Boost 1.80