marco-willi / camera-trap-classifierLinks
Automatically identify animals in camera trap images by training a deep neural network.
☆51Updated 6 years ago
Alternatives and similar repositories for camera-trap-classifier
Users that are interested in camera-trap-classifier are comparing it to the libraries listed below
Sorting:
- Everything I know about machine learning and camera traps.☆151Updated last week
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained o…☆117Updated last year
- Classify camera trap images using machine learning with R Shiny Apps☆37Updated 4 years ago
- MEWC: Mega Efficient Wildlife Classifier☆33Updated 6 months ago
- Machine Learning for Wildlife Image Classification☆71Updated 4 years ago
- A curated list of deep learning papers in ecology.☆94Updated 8 months ago
- AI-Powered Camera-Trap Image Processing☆38Updated this week
- Tools for detecting wildlife in aerial images using active learning☆236Updated 11 months ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation☆85Updated 2 weeks ago
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated 2 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆133Updated last month
- Bounding Box Editor and Exporter☆19Updated last year
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated 2 years ago
- Shared utility scripts for AI for Earth projects and team members☆41Updated 11 months ago
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing data☆12Updated this week
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆20Updated last month
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆167Updated this week
- Camera Trap Data Package (Camtrap DP)☆56Updated last week
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated 2 years ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆24Updated 5 months ago
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆142Updated this week
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆50Updated 6 years ago
- R package for camera trap data management☆36Updated 2 weeks ago
- A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand …☆34Updated 2 years ago
- Automatically detect, count, and classify animals in camera trap images.☆25Updated 2 years ago
- Worked examples of behavioral data extraction from overhead video.☆13Updated 2 years ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆22Updated this week
- Ecological Niche Modelling Using Deep Learning☆17Updated 5 years ago