(Jovian Artificial Intelligence Impact Detector)
Introducing JΑΙΙD (Jovian Artificial Intelligence Impact Detector), a groundbreaking AI program at the forefront of Jovian impact flash detection. JΑΙΙD harnesses the power of advanced artificial intelligence to revolutionize the identification and monitoring of impact flashes, specifically focusing on Jovian phenomena. With state-of-the-art AI models and cutting-edge technology, JΑΙΙD stands as a sentinel in the cosmos, tirelessly scanning Jupiter for any signs of impact events. This innovative detector not only provides real-time alerts but also offers unparalleled insights into the dynamics of celestial collisions. JΑΙΙD signifies a new era in impact detection, where artificial intelligence and celestial observation converge to enhance our understanding of cosmic events and safeguard us against potential threats.
Welcome to the future of impact flash detection—welcome to JΑΙΙD.
Ioannis A. (Yannis) Bouhras ioannis.bouhras@gmail.com mycyberdevops@gmail.com - Project based on Ultralytics YOLO8 real-time object detection and image segmentation model !!!
FOR REAL TIME IMPACT DETECTION PLEASE VISIT --> https://github.com/ibsoft/JAIID_WEB
INSTALLATION & REQUIREMENTS
WINDOWS
Python 3.10.11
LINUX
Python 3.10.12
git clone https://github.com/ibsoft/JAIID.git
cd JAIID
IF WINDOWS
python -m venv venv
IF LINUX
python3 -m venv venv
IF WINDOWS
.\venv\Scripts\activate
IF LINUX
source venv/bin/activate
IF WINDOWS
pip install -r .\requirements.txt
pip install ultralytics
IF LINUX
pip install -r requirements.txt
pip install ultralytics
IF WINDOWS
python.exe -m pip install --upgrade pip
IF LINUX
python3 -m pip install --upgrade pip
IF WINDOWS
#Test sample .mp4 video for impacts .\win-detect.bat
IF LINUX #Test sample .mp4 video for impacts
./lnx-detect.sh
Look for results in run\detect\predict\impactTest1.mp4
That's it!
You can check for impacts on videos, images or gifs
yolo detect predict model="models\best.pt" project=PROJECT_NAME name=NAME source="YOUR VIDEO OR IMAGE FILE"
If you want to create you own models you must build datasets with (Visual Object Tagging Tool). https://github.com/Microsoft/VoTT/releases
copy your exported vott dataset to /vott folder edit .py files for your needs and run train.py to make your new model.
Download latest community models from here https://github.com/ibsoft/ibsoft-updates/tree/main/jaiid