{"repo":"maxsitt/insect-detect","free":true,"listed":false,"github":"https://github.com/maxsitt/insect-detect","clone":"git clone https://github.com/maxsitt/insect-detect.git","description":"Software for automated insect monitoring with the Insect Detect camera trap.","language":"Python","stars":65,"topics":["deep-learning","diy","opencv-ai-kit","raspberry-pi","camera-trap","insect-monitoring","insect-detection","ml","object-detection","python"],"license":"GPL-3.0","category":"machine-learning","readme_excerpt":"Insect Detect - DIY insect-detecting camera trap The Insect Detect camera trap automatically detects and tracks insects in the field and captures high-resolution images of each individual - running a custom detection model in real time on the camera itself, with no internet connection required. The system is built from low-cost off-the-shelf hardware components (Raspberry Pi Zero 2 W, Luxonis OAK-1, Witty Pi 4 L3V7) combined with the open source software in this repository. Fully solar-powered and equipped with intelligent power management, it can operate autonomously at remote locations. Assembly and setup are covered in the provided instructions. During a recording session, the camera trap saves the captured images and the corresponding metadata to its microSD card. Use the insect-detect-post software to turn this raw output into classified and filtered results, ready for analysis. Contents - Features - Installation - Usage - Settings - Detection models - Processing pipeline - Post-processing - License - Citation --- Features - On-device detection + tracking - a custom insect detection model and an object tracker run in real time on the OAK camera. - High-resolution capture - tracker/model output from inference on downscaled frames is synchronized on device with MJPEG-encoded high-resolution frames (default: 3840x2160 px) that are saved to the microSD card. - Triggered + timelapse capture - frames are captured at configurable intervals while an insect is detected, and optio","default_branch":null,"files":null,"tree":[],"storefront":"/r/maxsitt","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/maxsitt/insect-detect/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}