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.
☆120Jul 21, 2023Updated 2 years ago
Alternatives and similar repositories for deep_learning_for_camera_trap_images
Users that are interested in deep_learning_for_camera_trap_images are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automatically identify animals in camera trap images by training a deep neural network.☆52May 20, 2019Updated 7 years ago
- Bounding Box Editor and Exporter☆21Mar 17, 2026Updated 2 months ago
- Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU supp…☆170Nov 10, 2018Updated 7 years ago
- Classify camera trap images using machine learning with R Shiny Apps☆37Feb 12, 2021Updated 5 years ago
- Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and con…☆1,011Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆20Sep 7, 2023Updated 2 years ago
- A curated list of deep learning papers in ecology.☆100Oct 15, 2024Updated last year
- AI for Earth Species Classification API☆108May 1, 2023Updated 3 years ago
- Import and query all of eBird locally☆12Apr 20, 2022Updated 4 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆153Feb 17, 2026Updated 3 months ago
- R package for camera trap data management☆44May 2, 2026Updated 3 weeks ago
- Jupyter+GeoNotebook + GeoPySpark Docker Container☆37Dec 27, 2022Updated 3 years ago
- Automatically detect, count, and classify animals in camera trap images.☆27Sep 7, 2022Updated 3 years ago
- AI-Powered Camera-Trap Image Processing☆45May 19, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Nov 4, 2016Updated 9 years ago
- Image Recognition of Plant Leaves for Species Identification☆20Jul 16, 2012Updated 13 years ago
- Tools for detecting wildlife in aerial images using active learning☆243Mar 30, 2026Updated last month
- Script for Barrier Behavior Analysis (BaBA). This analysis is to detect and quantify animal movement behavior upon encountering with line…☆15Apr 15, 2026Updated last month
- An open database of vertebrate-virus interactions☆41Apr 28, 2026Updated 3 weeks ago
- a social cms based on node.js and mongodb☆30Feb 22, 2012Updated 14 years ago
- A script that converts the KML export from QGIS into a KML file that is readable by the DJI Pilot 2 app☆15Nov 20, 2024Updated last year
- flexible occupancy estimation in R☆32Apr 30, 2026Updated 3 weeks ago
- Camera Trap Data Package (Camtrap DP)☆69Sep 16, 2025Updated 8 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Scripts written for radar data processing. Supplementary material for my paper called 'Monitoring surface water cover change in Hungaria…☆14Oct 22, 2018Updated 7 years ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆26Jan 24, 2025Updated last year
- Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School☆25Jul 26, 2022Updated 3 years ago
- Estimating the change in number of birds in the North American avifauna 1970-2017. Rosenberg et al. 2019☆10Mar 6, 2024Updated 2 years ago
- MarineRegions R client☆16Sep 4, 2024Updated last year
- ☆12Jul 26, 2021Updated 4 years ago
- An Interface for the 'eLTER' Community☆13May 15, 2026Updated last week
- VectorDefense: Vectorization as a Defense to Adversarial Examples --->☆13May 3, 2018Updated 8 years ago
- MSc Data Science thesis comparing Capsule Networks and CNNs for classifying wild animal species in camera trap images using Python and Ke…☆10May 29, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Automatic Calculation of Effects for Piecewise Structural Equation Models☆16Sep 13, 2024Updated last year
- A web client for OpenAQ API.☆12Jan 8, 2020Updated 6 years ago
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.☆33May 8, 2026Updated 2 weeks ago
- ☆14Aug 1, 2025Updated 9 months ago
- image based ecological information system☆62Apr 19, 2026Updated last month
- Active Statistics book web page☆12Jan 3, 2025Updated last year
- A Los Angeles Times analysis of California's costly power glut☆18Mar 19, 2021Updated 5 years ago