camera-traps
There are 3 repositories under camera-traps topic.
- CameraTraps
microsoft / CameraTraps
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Language:Jupyter Notebook 693 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.
Language:Python 112- camera-trap-ml-survey
agentmorris / camera-trap-ml-survey
Everything I know about machine learning and camera traps.
drivendataorg / zamba
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Language:Python 95- MegaDetector
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
Language:Jupyter Notebook 75 - autofocusLanguage:Jupyter Notebook 54
- camtrap-detector
bencevans / camtrap-detector
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
Language:Rust 32 - Language:TypeScript 28
WildEyeConservation / TrapTagger
AI-Powered Camera-Trap Image Processing
Language:JavaScript 23- Language:Python 19
- camtrapml
📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.
Language:Python 14 naturalsolutions / ecoSecrets
ecoSecrets is a web application which enables users to manage their camera traps data
Language:TypeScript 14- Language:Python 13
timmh / distance-estimation
Distance Estimation for Estimating Animal Abundance
Language:Python 13inbo / camtraptor
Camtraptor is an R package to read, explore and visualize Camera Trap Data Packages (Camtrap DP)
Language:R 9ConservationInternational / Wildlife-Insights----Data-Migration
Data Migration Code and Scripts for Wildlife Insights Data Providers
Language:R 6- Language:C 6
oliviergimenez / DLcamtrap
My personal pipeline to species identification on camera trap pix using deep learning, detection/classification with MegaDetector and RetinaNet
Language:Python 6- Language:HTML 5
persts / IL2BB
The Image Level Label to Bounding Box (IL2BB) pipeline automates the generation of labeled bounding boxes by leveraging an organization’s previous labeling efforts.
Language:Python 5- Language:R 4
Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)
Language:Python 4- Language:JavaScript 4
Docker image for running the MegaDetector v4 camera-trap object detection model.
Language:Dockerfile 3- megadetector-desktop
MegaDetector Desktop: Simple Interface for Detection of Humans, Animals and Vehicles in Camera Trap Imagery
Language:Python 3 mabecker89 / abmi.camera.extras
Description of ABMI's density estimation with camera data methods, plus supplemental data and functions.
Language:R 2PJordano-Lab / frugivory-camtrap
A dataset of plant-frugivore ecological interactions recorded with camera traps in the Doñana National Park
robitalec / camtrapmonitoring
:package: camtrapmonitoring is an R package for planning and evaluating camera trap surveys and (soon) estimating wildlife density. Formerly named {wildcam}.
Language:R 2- Language:Python 1
- Language:Rust 1
COCO-CameraTrap Indexer. An extension to pycocotools including location and sequence indexing.
Language:Python 1carpentries-incubator / camera-traps
Data Carpentry for Camera Traps
Language:Python 1NCMuseumNaturalSciences / nc-candid-critters
NC Candid Critters Project and Volunteer Management System
Language:HTML 1Website of ecoSecrets tool by Natural Solutions
Language:TypeScripttnc-ca-geo / animl-analytics
Utilities and doucmentation for analyzing Animl camera trap data
Language:Jupyter NotebookVLucet / CameraTrapTools.jl
Tools for working with Camera Trap images and data
Language:Julia
