bencevans / camtrap-detector
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
☆36Updated 2 weeks ago
Alternatives and similar repositories for camtrap-detector:
Users that are interested in camtrap-detector are comparing it to the libraries listed below
- Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model☆125Updated this week
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated last year
- MEWC: Mega Efficient Wildlife Classifier☆27Updated last month
- Distance Estimation for Estimating Animal Abundance☆16Updated 3 months ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆18Updated last week
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated last year
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆123Updated this week
- AI-Powered Camera-Trap Image Processing☆31Updated this week
- Random utility scripts I want to share☆33Updated this week
- Everything I know about machine learning and camera traps.☆133Updated 3 weeks ago
- Nighthawk is a machine learning model for acoustic monitoring of nocturnal bird migration.☆26Updated 3 months ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆19Updated this week
- ☆13Updated last year
- Shared utility scripts for AI for Earth projects and team members☆40Updated 6 months ago
- A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos☆120Updated 3 months ago
- Pretrained remote sensing models for the rest of us.☆132Updated 10 months ago
- An active learning pipeline for identifying whales in high-resolution satellite imagery.☆34Updated 11 months ago
- A curated list of deep learning papers in ecology.☆93Updated 3 months ago
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation☆78Updated 4 months ago
- A tutorial explaining how to run a unet segmentation in PyTorch using Geotiffs as input☆37Updated 2 weeks ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆17Updated 5 years ago
- Wildlife Aerial Images from Drone☆23Updated last year
- ☆22Updated last year
- Educational Resources on Neural Networks for Ecology and Remote Sensing☆66Updated 3 years ago
- Structured allometric models for trees☆69Updated 3 months ago
- A collection of Voila web apps for geospatial applications☆38Updated 2 months ago
- The 🌏 data science library you've been waiting for~☆80Updated 9 months ago
- Rapid map creation with machine learning and earth observation data.☆67Updated last month