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
- Bounding Box Editor and Exporter☆22Mar 17, 2026Updated 6 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 3 months ago
- 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MegaDetector models served over FastAPI & visualized with Streamlit☆10May 9, 2023Updated 3 years ago
- Machine Learning for Wildlife Image Classification☆71Aug 19, 2020Updated 6 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆163Aug 4, 2026Updated last month
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆26Updated this week
- 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
- Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and con…☆1,075Aug 25, 2026Updated last month
- 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
- 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.
- 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 month
- 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
- The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).☆15Aug 1, 2023Updated 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
- 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.
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.☆36Sep 14, 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
- The audio analysis code (AnalysisPrograms.exe) for the QUT Ecoacoustics Research Group☆56Sep 20, 2023Updated 3 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- This is an API Framework for AI models to be hosted locally or on the AI for Earth API Platform (https://github.com/microsoft/AIforEarth-…☆76Jan 3, 2023Updated 3 years ago
- IUCN Red List API Client☆65Sep 4, 2025Updated last year
- ☆20Sep 7, 2023Updated 3 years ago
- MEWC: Mega Efficient Wildlife Classifier☆42Dec 4, 2024Updated last year
- This repo contains interactive code examples from the 2021 book "Earth Observation Using Python."☆30Nov 18, 2024Updated last year