A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images
β152Feb 17, 2026Updated last month
Alternatives and similar repositories for zamba
Users that are interested in zamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π·π¦ CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.β19Jan 24, 2023Updated 3 years ago
- A desktop application that makes using MegaDetector's model easierβ45Sep 10, 2022Updated 3 years ago
- Bounding Box Editor and Exporterβ21Mar 17, 2026Updated 3 weeks ago
- MEWC: Mega Efficient Wildlife Classifierβ41Dec 4, 2024Updated last year
- Timelapse is an Image Analyser for Camera Traps, where it is used by scientists to visually analyze and encode data as tags from thousandβ¦β15Oct 20, 2025Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Automatically identify animals in camera trap images by training a deep neural network.β52May 20, 2019Updated 6 years ago
- Distance Estimation for Estimating Animal Abundanceβ23Dec 19, 2025Updated 3 months ago
- Everything I know about machine learning and camera traps.β185Apr 5, 2026Updated last week
- A curated list of deep learning papers in ecology.β100Oct 15, 2024Updated last year
- MegaDetector models served over FastAPI & visualized with Streamlitβ10May 9, 2023Updated 2 years ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify suβ¦β25Feb 4, 2026Updated 2 months ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.β24Updated this week
- Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenDataβ12Feb 5, 2025Updated last year
- AI-Powered Camera-Trap Image Processingβ44Updated this week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- β11Feb 11, 2026Updated 2 months ago
- PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.β1,002Mar 31, 2026Updated 2 weeks ago
- Tool for species-level segregation of camera-trap images. The 'Species Segregator' is currently trained for Central Indian Landscape.β18Mar 14, 2025Updated last year
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.β33Apr 2, 2026Updated 2 weeks ago
- A global bird detector model for the DeepForest-pytorch packageβ13Apr 14, 2023Updated 3 years ago
- Machine Learning for Wildlife Image Classificationβ71Aug 19, 2020Updated 5 years ago
- Tools for detecting wildlife in aerial images using active learningβ242Mar 30, 2026Updated 2 weeks ago
- [WACV'25 Oral] TaxaBind: Multimodal Ecological Modelβ37Nov 8, 2024Updated last year
- Examples and tutorials on accessing environmental data and developing and deploying ecological modelling workflowsβ19Updated this week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- β340Updated this week
- Video / Image Annotation (Polygon, Semantic mask, Classification) with Python and Re3β20May 10, 2025Updated 11 months ago
- β32Updated this week
- β28Nov 10, 2025Updated 5 months ago
- β14Aug 1, 2025Updated 8 months ago
- Web application for ecoacoustics that archives and organises soundscape collections, hosts reference recording collections, generates navβ¦β17Sep 5, 2022Updated 3 years ago
- "Actionable Ethics for Data Scientists" Workshop Material @ ODSCβ10May 31, 2024Updated last year
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained oβ¦β120Jul 21, 2023Updated 2 years ago
- β19Oct 20, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing dataβ17Feb 20, 2026Updated last month
- Visualise and animate animal movement data on interactive mapsβ15Feb 13, 2026Updated 2 months ago
- A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand β¦β34Dec 7, 2022Updated 3 years ago
- β20Jun 2, 2021Updated 4 years ago
- β23Mar 3, 2026Updated last month
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservationβ92Updated this week
- β οΈ HawkEars 1.0 (obsolete). See HawkEars 2.0 β https://github.com/jhuus/HawkEarsβ32Mar 11, 2026Updated last month