Projects in Awesome Lists tagged with camera-traps

https://github.com/microsoft/cameratraps

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

camera-traps computer-vision conservation machine-learning megadetector pytorch pytorch-wildlife wildlife

Last synced: 14 May 2025

https://github.com/microsoft/CameraTraps

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

camera-traps computer-vision conservation machine-learning megadetector pytorch pytorch-wildlife wildlife

Last synced: 20 Jul 2025

https://github.com/agentmorris/camera-trap-ml-survey

Everything I know about machine learning and camera traps.

camera-traps cameratraps conservation wildlife

Last synced: 27 Jan 2026

https://github.com/agentmorris/megadetector

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

camera-traps cameratraps computer-vision conservation ecology machine-learning megadetector wildlife

Last synced: 16 May 2025

https://github.com/drivendataorg/zamba

A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images

animals camera-traps chimps cli conservation deep-learning ecology gpu images jungle machine-learning neural-network python pytorch pytorch-lightning video-processing videos

Last synced: 16 May 2025

https://github.com/Evolving-AI-Lab/deep_learning_for_camera_trap_images

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.

camera-traps deep-learning

Last synced: 13 Apr 2025

https://github.com/bencevans/camtrap-detector

Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.

ai4good camera-traps conservation ecology hacktoberfest megadetector neural-network tauri-app

Last synced: 15 Mar 2025

https://github.com/appsilon/mbaza

Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.

biodiversity camera-traps

Last synced: 26 Jul 2025

https://github.com/Appsilon/mbaza

Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.

biodiversity camera-traps

Last synced: 30 Jul 2025

https://github.com/WildEyeConservation/TrapTagger

AI-Powered Camera-Trap Image Processing

camera-traps computer-vision conservation machine-learning wildlife

Last synced: 20 Jul 2025

https://github.com/naturalsolutions/ecosecrets

ecoSecrets is a web application which enables users to manage their camera traps data

biodiversity camera-traps data opensource picture python react wildlife

Last synced: 02 Apr 2026

https://github.com/microsoft/sparrow

SPARROW — Solar-Powered Acoustic and Remote Recording Observation Watch. An AI-enabled edge device for biodiversity monitoring with camera-trap imaging and bioacoustic recording. By Microsoft AI for Good Lab.

ai-for-good audiomoth bioacoustics biodiversity camera-traps conservation ecology edge-ai edge-computing iot megadetector microsoft-research nvidia-jetson solar-powered sparrow starlink wildlife-detection wildlife-monitoring

Last synced: 04 Jun 2026

https://github.com/timmh/distance-estimation

Distance Estimation for Estimating Animal Abundance

camera-traps computer-vision conservation wildlife

Last synced: 29 Apr 2026

https://github.com/naturalsolutions/ecoSecrets

ecoSecrets is a web application which enables users to manage their camera traps data

biodiversity camera-traps data opensource picture python react wildlife

Last synced: 18 Mar 2025

https://github.com/persts/BBoxEE

Bounding Box Editor and Exporter

annotation-tool annotator bounding-boxes boundingbox camera-traps machine-learning

Last synced: 13 Apr 2025

https://github.com/bencevans/camtrapml

📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.

camera-traps hacktoberfest machine-learning wildlife-conservation

Last synced: 21 Mar 2025

https://github.com/inbo/camtraptor

Camtraptor is an R package to read, explore and visualize Camera Trap Data Packages (Camtrap DP)

camera-traps oscibio r r-package rstats

Last synced: 02 May 2025

https://github.com/oliviergimenez/dlcamtrap

My personal pipeline to species identification on camera trap pix using deep learning, detection/classification with MegaDetector and RetinaNet

camera-traps deep-learning species-interactions

Last synced: 23 Feb 2026

https://github.com/oliviergimenez/computo-deeplearning-occupany-lynx

camera-traps computer-vision deep-learning occupancy-modeling predator-prey

Last synced: 23 Feb 2026

https://github.com/timmh/socrates

Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)

camera-traps detection instance-segmentation stereo-camera stereo-vision wildlife

Last synced: 05 Feb 2026

https://github.com/bencevans/megadetector-contained

Docker image for running the MegaDetector v4 camera-trap object detection model.

camera-traps cameratrap megadetector object-detection

Last synced: 09 Jul 2025

https://github.com/mabecker89/abmi.camera.extras

Description of ABMI's density estimation with camera data methods, plus supplemental data and functions.

abmi animals camera-traps density mammals

Last synced: 22 Jan 2026

https://github.com/robitalec/camtrapmonitoring

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

camera-trap camera-traps r spatial wildlife

Last synced: 25 Feb 2026