A curated list of deep learning papers in ecology.
☆100Oct 15, 2024Updated last year
Alternatives and similar repositories for awesome-deep-ecology
Users that are interested in awesome-deep-ecology are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Educational Resources on Neural Networks for Ecology and Remote Sensing☆72Apr 20, 2021Updated 5 years ago
- Code for Methods in Ecology and Evolution paper: "A Convolutional Neural Network for Detecting Sea Turtles in Drone Imagery"☆13Dec 17, 2018Updated 7 years ago
- Bounding Box Editor and Exporter☆22Mar 17, 2026Updated 5 months ago
- Automatically identify animals in camera trap images by training a deep neural network.☆52May 20, 2019Updated 7 years ago
- Tools for detecting wildlife in aerial images using active learning☆246Jun 10, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand …☆35Dec 7, 2022Updated 3 years ago
- MegaDetector models served over FastAPI & visualized with Streamlit☆10May 9, 2023Updated 3 years ago
- ☆12Feb 11, 2026Updated 6 months ago
- Measuring Cetaceans from Remotely Sensed Data (mostly UAS)☆16Jul 8, 2019Updated 7 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆162Aug 4, 2026Updated last month
- ☆12Sep 13, 2018Updated 7 years ago
- Automatically detect, count, and classify animals in camera trap images.☆27Sep 7, 2022Updated 3 years ago
- Questions asked in PhD defences☆11Apr 30, 2024Updated 2 years ago
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained o…☆121Jul 21, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and con…☆1,068Aug 25, 2026Updated last week
- Everything I know about machine learning and camera traps.☆201Updated this week
- A software suite designed to track and map the locations of VHF transmitters which are typically used to locate wildlife in ecological st…☆21Sep 27, 2018Updated 7 years ago
- AI-Powered Camera-Trap Image Processing☆45Updated this week
- AI for Earth Species Classification API☆107May 1, 2023Updated 3 years ago
- Tool for species-level segregation of camera-trap images. The 'Species Segregator' is currently trained for Central Indian Landscape.☆18Mar 14, 2025Updated last year
- Web application for ecoacoustics that archives and organises soundscape collections, hosts reference recording collections, generates nav…☆17Sep 5, 2022Updated 4 years ago
- Software for long-term autonomous ecosystem monitoring on a Raspberry Pi☆48May 23, 2023Updated 3 years ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆26Aug 24, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Distance Estimation for Estimating Animal Abundance☆26Jun 3, 2026Updated 3 months ago
- Open source framework for 3D point cloud processing, photogrammetric reconstruction and machine learning on drone imagery☆12Nov 18, 2019Updated 6 years ago
- A desktop application that makes using MegaDetector's model easier☆45Sep 10, 2022Updated 3 years ago
- Created to automate the climatological analysis workflows USACE Regulatory Project Managers are required to perform to comply with long-s…☆13Jun 27, 2023Updated 3 years ago
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.☆36Aug 26, 2026Updated last week
- [WACV'25 Oral] TaxaBind: Multimodal Ecological Model☆39Nov 8, 2024Updated last year
- A global bird detector model for the DeepForest-pytorch package☆12Apr 14, 2023Updated 3 years ago
- Data Analysis and Visualization in Python for Ecologists☆176Updated this week
- An introduction to analysing standardised camera trap data from the WildCAM network.☆26Jan 24, 2025Updated last year
- 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.
- The audio analysis code (AnalysisPrograms.exe) for the QUT Ecoacoustics Research Group☆55Sep 20, 2023Updated 2 years ago
- Tools and algorithms for drone and satellite based ocean color science☆17Mar 25, 2022Updated 4 years ago
- remotePARTS is a set of tools for running Partitioned spatio-temporal auto regression analyses on remotely-sensed data sets.☆23Jul 25, 2025Updated last year
- A Toolbox for Animal Detection on Acoustic Recordings Integrating Discriminant Analysis - Classification part☆24May 16, 2024Updated 2 years ago
- LabelImg is a graphical image annotation tool and label object bounding boxes in images☆15Nov 21, 2017Updated 8 years ago
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆19Jan 24, 2023Updated 3 years ago
- A minimal project on which all AudioMoth firmware can be built.☆66May 21, 2026Updated 3 months ago