HackSMU elephant-call denoising and bioacoustic ML toolkit for the iMasons AI & ML for Nature challenge
Raspberry Pi bird-call monitoring with BirdNET-Go machine-learning ID, e-mail alerts, audio review files, and safe cloud uploads.
AI-Powered Environmental Monitoring System for detecting deforestation, poaching, and environmental hazards
End-to-end ML pipeline for camera trap species identification — MegaDetector filtering, fine-tuned ResNet50 (0.906 F1), FastAPI + ONNX serving, live geospatial dashboard
This tool helps engineer and conservationists streamline their data collection process, reducing the time spent on manual image processing and annotation.
Engineered a computer vision pipeline for real-time object detection in infrared media. Fine-tuned a YOLOv12 model to classify 17 species of wildlife, reaching 88.3% mAP. Built a user-friendly frontend with Streamlit, enabling seamless interaction with the model for both image and video-based detection..
Top Biodiversity Management 🌟 Star if you like it! 🌟
Cloudflare Worker bridge from BirdNET-Go detection webhooks to EarthRanger events with audio attachments
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