camera-traps
There are 46 repositories under camera-traps topic.
microsoft/CameraTraps
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
agentmorris/camera-trap-ml-survey
Everything I know about machine learning and camera traps.
agentmorris/MegaDetector
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
drivendataorg/zamba
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
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.
uptake/autofocus
Deep learning computer vision for classifying wildlife in camera trap images
bencevans/camtrap-detector
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
Appsilon/mbaza
Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.
WildEyeConservation/TrapTagger
AI-Powered Camera-Trap Image Processing
naturalsolutions/ecoSecrets
ecoSecrets is a web application which enables users to manage their camera traps data
persts/BBoxEE
Bounding Box Editor and Exporter
bencevans/camtrapml
📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.
timmh/distance-estimation
Distance Estimation for Estimating Animal Abundance
humphrem/action
Automated Camera Trapping Identification and Organization Network (ACTION)
inbo/camtraptor
Camtraptor is an R package to read, explore and visualize Camera Trap Data Packages (Camtrap DP)
RolnickLab/antenna
An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.
ConservationInternational/Wildlife-Insights----Data-Migration
Data Migration Code and Scripts for Wildlife Insights Data Providers
Jauler/CameraTraps
Cheap DIY Camera Traps for Citizen Science
oliviergimenez/DLcamtrap
My personal pipeline to species identification on camera trap pix using deep learning, detection/classification with MegaDetector and RetinaNet
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.
timcdlucas/RandEM
Random Encounter Modelling in R
timmh/socrates
Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)
tnc-ca-geo/animl-api
Backend for https://animl.camera
bencevans/megadetector-contained
Docker image for running the MegaDetector v4 camera-trap object detection model.
bencevans/megadetector-desktop
MegaDetector Desktop: Simple Interface for Detection of Humans, Animals and Vehicles in Camera Trap Imagery
oliviergimenez/lynx-id
Re-identify animals from cam trap images
mabecker89/abmi.camera.extras
Description of ABMI's density estimation with camera data methods, plus supplemental data and functions.
PJordano-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}.
alexvmt/tiger_classification
Classifiying tigers (and other species) in camera trap images using ML, open data, open source tools and free compute resources
bencevans/camera-trap-lila-public
Various Datasets from LILA.science filtered to publicly available images
bencevans/camtrap-dp-py
Python Library for Camtrap Data Packages
bencevans/camtrap-dp-rs
CamTrap Data Package (DP) v1.0 Rust Interface
bencevans/pycococt
COCO-CameraTrap Indexer. An extension to pycocotools including location and sequence indexing.
carpentries-incubator/camera-traps
Data Carpentry for Camera Traps