camera-traps
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PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
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Mar 3, 2025 - Jupyter Notebook
Everything I know about machine learning and camera traps.
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Mar 9, 2025
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
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Mar 18, 2025 - Jupyter Notebook
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos and images
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Mar 18, 2025 - Python
This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.
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Jul 21, 2023 - Python
Deep learning computer vision for classifying wildlife in camera trap images
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Apr 16, 2023 - Jupyter Notebook
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
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Mar 18, 2025 - Rust
AI-Powered Camera-Trap Image Processing
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Mar 18, 2025 - Python
Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.
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Mar 18, 2025 - TypeScript
ecoSecrets is a web application which enables users to manage their camera traps data
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Mar 18, 2025 - TypeScript
Bounding Box Editor and Exporter
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Jun 4, 2024 - Python
Distance Estimation for Estimating Animal Abundance
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Sep 25, 2024 - Python
📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.
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Jan 24, 2023 - Python
Automated Camera Trapping Identification and Organization Network (ACTION)
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Dec 2, 2024 - Python
An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.
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Mar 18, 2025 - Python
Camtraptor is an R package to read, explore and visualize Camera Trap Data Packages (Camtrap DP)
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Mar 12, 2025 - R
Data Migration Code and Scripts for Wildlife Insights Data Providers
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Apr 29, 2024 - R
My personal pipeline to species identification on camera trap pix using deep learning, detection/classification with MegaDetector and RetinaNet
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May 20, 2020 - Python
The Image Level Label to Bounding Box (IL2BB) pipeline automates the generation of labeled bounding boxes by leveraging an organization’s previous labeling efforts.
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Jan 19, 2024 - Python
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