marco-willi / camera-trap-classifier
Automatically identify animals in camera trap images by training a deep neural network.
☆51Updated 5 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.☆145Updated 2 weeks ago
- 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
- Machine Learning for Wildlife Image Classification☆71Updated 4 years ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- Tools for detecting wildlife in aerial images using active learning☆235Updated 9 months ago
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated 2 years ago
- MEWC: Mega Efficient Wildlife Classifier☆32Updated 5 months ago
- A curated list of deep learning papers in ecology.☆94Updated 7 months ago
- AI-Powered Camera-Trap Image Processing☆35Updated this week
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated 2 years ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆19Updated 3 weeks ago
- Bounding Box Editor and Exporter☆19Updated 11 months ago
- Automatically detect, count, and classify animals in camera trap images.☆25Updated 2 years ago
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆24Updated 3 months ago
- Shared utility scripts for AI for Earth projects and team members☆41Updated 9 months ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆130Updated this week
- R package for camera trap data management☆36Updated 3 weeks ago
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆137Updated this week
- Educational Resources on Neural Networks for Ecology and Remote Sensing☆66Updated 4 years ago
- ☆13Updated last year
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆155Updated last week
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆20Updated this week
- A brief Python tutorial for geospatial classification.☆22Updated 2 years ago
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation☆83Updated last month
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing data☆13Updated 3 weeks ago
- Integrates Phenocam & remotely sensed data products☆8Updated 4 years ago
- Scan audio recordings for bird sounds and generate Audacity label files☆17Updated this week
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated 2 years ago