A desktop application that makes using MegaDetector's model easier

• UpdatedSep 10, 2022
• JavaScript

Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.

• UpdatedMar 16, 2025
• Python

Source files and assets of the documentation website for the Insect Detect DIY camera trap for automated insect monitoring.

• UpdatedMar 7, 2025

Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models

• UpdatedMar 8, 2024
• Python

Notebooks for detection and classification model training. Insect classification model. Python scripts for processing of data, collected with the Insect Detect DIY camera trap.

• UpdatedOct 15, 2024
• Jupyter Notebook

Method Multi-Layer Robust Principal Component Analysis. This method was introduced in the paper Camera-Trap Images Segmentation using Multi-Layer Robust Principal Component Analysis

• UpdatedJan 2, 2018
• MATLAB

1st Place Solution to iWildcam 2021: Count the number of animals of each species present in a sequence of images

• UpdatedJun 24, 2021
• Python

repository for species detection model training

• UpdatedJul 23, 2019
• Jupyter Notebook

📦 camtrapmonitoring is an R package for planning and evaluating camera trap surveys and (soon) estimating wildlife density. Formerly named {wildcam}.

• UpdatedJun 25, 2024
• R

[CVPR Workshops 2021] TensorFlow implementation for the paper "Filtering Empty Camera Trap Images in Embedded Systems"

• UpdatedJun 24, 2021
• Jupyter Notebook

Camera trap analysis easier than ever before

• UpdatedSep 10, 2021
• R

Sense and record bats based on visuals, audio and VHF signals

• UpdatedMay 2, 2022
• Python

Estimate animal density and abundance using random encounter models

• UpdatedApr 11, 2016
• R

• UpdatedMar 17, 2025
• Rust

A repository for code and supporting documentation for KiloCam, the affordable monitoring camera for ecology.

• UpdatedFeb 24, 2025
• C++

[Ecological Informatics] TensorFlow implementation for the paper "Bag of tricks for long-tail visual recognition of animal species in camera-trap images"

• UpdatedJan 3, 2024
• Jupyter Notebook

The Pygmy Possum is a battery powered PIR (Passive Infrared) sensor for triggering remote camera traps.

• UpdatedMar 20, 2023
• C

Tools for working with Camera Trap images and data

• UpdatedOct 17, 2022
• Julia

Method for clasifying animal-genera from camera-trap images.

• UpdatedJan 4, 2018
• C

Single-species, dynamic occupancy models to investigate seasonal habitat-use patterns

• UpdatedJan 16, 2023
• R