A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images
β156Feb 17, 2026Updated 3 months ago
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
- Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.β55May 30, 2026Updated 2 weeks ago
- Bounding Box Editor and Exporterβ22Mar 17, 2026Updated 2 months ago
- 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 7 months ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector modelβ179Updated this week
- Everything I know about machine learning and camera traps.β188Jun 1, 2026Updated 2 weeks ago
- A curated list of deep learning papers in ecology.β100Oct 15, 2024Updated last year
- MegaDetector models served over FastAPI & visualized with Streamlitβ10May 9, 2023Updated 3 years ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify suβ¦β25Updated this week
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.β24Jun 4, 2026Updated last week
- AI-Powered Camera-Trap Image Processingβ45Jun 8, 2026Updated last week
- β11Feb 11, 2026Updated 4 months ago
- Microsoft AI for Good Lab β Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conβ¦β1,014Jun 4, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A global bird detector model for the DeepForest-pytorch packageβ12Apr 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 learningβ245Updated this week
- [WACV'25 Oral] TaxaBind: Multimodal Ecological Modelβ37Nov 8, 2024Updated last year
- Examples and tutorials on accessing environmental data and developing and deploying ecological modelling workflowsβ19Apr 17, 2026Updated last month
- image based ecological information systemβ64Apr 19, 2026Updated last month
- Video / Image Annotation (Polygon, Semantic mask, Classification) with Python and Re3β20May 10, 2025Updated last year
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.β18Nov 13, 2019Updated 6 years ago
- Web application for ecoacoustics that archives and organises soundscape collections, hosts reference recording collections, generates navβ¦β17Sep 5, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- "Actionable Ethics for Data Scientists" Workshop Material @ ODSCβ10May 31, 2024Updated 2 years ago
- A tiny, zero-dependency replacement for Python's zipfile.ZipFile for creating reproducible/deterministic ZIP archives.β17Oct 6, 2025Updated 8 months ago
- Enabling Geospatial Predictions from Individual Drone Imagesβ21Mar 20, 2026Updated 2 months ago
- β19Oct 20, 2022Updated 3 years ago
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing dataβ19Feb 20, 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 β¦β34Dec 7, 2022Updated 3 years ago
- β20Jun 2, 2021Updated 5 years ago
- CAPTAIN is a Python program to optimize conservation planning based on biodiversity data and simulations using reinforcement learningβ55Dec 13, 2023Updated 2 years ago
- β23Mar 3, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- β οΈ HawkEars 1.0 (obsolete). See HawkEars 2.0 β https://github.com/jhuus/HawkEarsβ33Mar 11, 2026Updated 3 months ago
- Created to automate the climatological analysis workflows USACE Regulatory Project Managers are required to perform to comply with long-sβ¦β13Jun 27, 2023Updated 2 years ago
- Automated Camera Trapping Identification and Organization Network (ACTION)β19Dec 2, 2024Updated last year
- AI for Earth Species Classification APIβ108May 1, 2023Updated 3 years ago
- Use pathlib syntax to easily work with Pandas series containing file paths.β76Sep 17, 2025Updated 8 months ago
- CloudedBats-WURB. The DIY bat detector.β25Feb 21, 2026Updated 3 months ago
- Resources for Digital Public Goodsβ31May 14, 2026Updated last month