microsoft/CameraTraps

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

Language: Jupyter Notebook - Size: 417 MB - Last synced: about 10 hours ago - Pushed: about 13 hours ago - Stars: 700 - Forks: 231

tnc-ca-geo/animl-api

Backend for https://animl.camera

Language: JavaScript - Size: 2.87 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 4 - Forks: 0

agentmorris/camera-trap-ml-survey

Everything I know about machine learning and camera traps.

Size: 85.5 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 109 - Forks: 11

timmh/distance-estimation

Distance Estimation for Estimating Animal Abundance

Language: Python - Size: 59.8 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 12 - Forks: 0

bencevans/camtrap-detector

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

Language: Rust - Size: 14.1 MB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 32 - Forks: 1

ConservationInternational/Wildlife-Insights----Data-Migration

Data Migration Code and Scripts for Wildlife Insights Data Providers

Language: R - Size: 103 MB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 6 - Forks: 8

drivendataorg/zamba

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos

Language: Python - Size: 72.9 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 89 - Forks: 20

agentmorris/MegaDetector

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

Language: Jupyter Notebook - Size: 185 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 68 - Forks: 13

inbo/camtraptor

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

Language: R - Size: 28.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 8 - Forks: 3

naturalsolutions/ecoSecrets

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

Language: TypeScript - Size: 11.7 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 13 - Forks: 6

WildEyeConservation/TrapTagger

AI-Powered Camera-Trap Image Processing

Language: JavaScript - Size: 44.2 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 22 - Forks: 1

bencevans/camtrap-dp-py

Python Library for Camtrap Data Packages

Language: Python - Size: 47.9 KB - Last synced: 26 days ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

bencevans/camtrap-dp-rs

CamTrap Data Package (DP) v1.0 Rust Interface

Language: Rust - Size: 35.2 KB - Last synced: 20 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

Appsilon/mbaza

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

Language: TypeScript - Size: 207 MB - Last synced: about 20 hours ago - Pushed: 1 day ago - Stars: 28 - Forks: 6

uptake/autofocus 📦

Deep learning computer vision for classifying wildlife in camera trap images

Language: Jupyter Notebook - Size: 97.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 53 - Forks: 30

persts/BBoxEE

Bounding Box Editor and Exporter

Language: Python - Size: 31 MB - Last synced: 7 days ago - Pushed: 7 months ago - Stars: 19 - Forks: 6

timcdlucas/RandEM

Random Encounter Modelling in R

Language: R - Size: 377 KB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 2

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 - Size: 40 KB - Last synced: about 2 months ago - Pushed: 10 months ago - Stars: 110 - Forks: 52

bencevans/camtrapml

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

Language: Python - Size: 3.83 MB - Last synced: about 6 hours ago - Pushed: over 1 year ago - Stars: 14 - Forks: 2

humphrem/action

Automated Camera Trapping Identification and Organization Network (ACTION)

Language: Python - Size: 1.77 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 12 - Forks: 0

bencevans/megadetector-contained

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

Language: Dockerfile - Size: 1.95 KB - Last synced: 27 days ago - Pushed: about 2 years ago - Stars: 3 - Forks: 9

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 - Size: 15.4 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

timmh/socrates

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

Language: Python - Size: 31.2 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

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 - Size: 2.66 MB - Last synced: 2 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 2

oliviergimenez/DLcamtrap

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

Language: Python - Size: 858 KB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 6 - Forks: 0

NCMuseumNaturalSciences/nc-candid-critters 📦

NC Candid Critters Project and Volunteer Management System

Language: HTML - Size: 40.7 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

bencevans/megadetector-desktop 📦

MegaDetector Desktop: Simple Interface for Detection of Humans, Animals and Vehicles in Camera Trap Imagery

Language: Python - Size: 1.79 MB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

tnc-ca-geo/animl-analytics

Utilities and doucmentation for analyzing Animl camera trap data

Language: Jupyter Notebook - Size: 31.3 KB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

oliviergimenez/computo-deeplearning-occupany-lynx

Language: HTML - Size: 690 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 1

VLucet/CameraTrapTools.jl

Tools for working with Camera Trap images and data

Language: Julia - Size: 18.6 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

carpentries-incubator/camera-traps

Data Carpentry for Camera Traps

Language: Python - Size: 53.1 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

mabecker89/abmi.camera.extras

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

Language: R - Size: 28.1 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

bencevans/megadetector-cog

Run MegaDetector to Detect Animals, Vehicles and Humans in Camera Trap Imagery on Cog / Replicate

Language: Python - Size: 1000 Bytes - Last synced: 27 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1

mccallion/fastcam

Fastai utilities for working with camera trap (a.k.a. trail camera) data.

Language: Jupyter Notebook - Size: 26.4 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

bencevans/pycococt

COCO-CameraTrap Indexer. An extension to pycocotools including location and sequence indexing.

Language: Python - Size: 10.7 KB - Last synced: 27 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

NeoMapas/fototrampeo-lagunillas

Registro fotográfico de mamíferos en el Parque Recreativo Burro Negro y la Reserva Nacional Hidráulica de Pueblo Viejo, municipio Lagunillas, estado Zulia, República Bolivariana de Venezuela.

Language: R - Size: 464 KB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Jauler/CameraTraps

Cheap DIY Camera Traps for Citizen Science

Language: C - Size: 53.7 KB - Last synced: 4 months ago - Pushed: about 8 years ago - Stars: 6 - Forks: 0

tzymni/aiy-camera-trap

Camera trap with the possibility to send a photo by email using AIY Google Vision Pack.

Language: Python - Size: 8.79 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0