A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images
β162Aug 4, 2026Updated 2 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 4 years ago
- Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.β57Oct 5, 2026Updated last week
- Bounding Box Editor and Exporterβ22Mar 17, 2026Updated 6 months ago
- Automatically identify animals in camera trap images by training a deep neural network.β52May 20, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.β336Updated this week
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify suβ¦β26Sep 21, 2026Updated 3 weeks ago
- A curated list of deep learning papers in ecology.β100Oct 15, 2024Updated 2 years ago
- Machine Learning for Wildlife Image Classificationβ71Aug 19, 2020Updated 6 years ago
- MegaDetector models served over FastAPI & visualized with Streamlitβ10May 9, 2023Updated 3 years ago
- Microsoft AI for Good Lab β Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conβ¦β1,084Aug 25, 2026Updated last month
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.β26Sep 28, 2026Updated 2 weeks ago
- β12Feb 11, 2026Updated 8 months ago
- Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenDataβ11Feb 5, 2025Updated last year
- 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.
- 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.β36Sep 27, 2026Updated 2 weeks ago
- A global bird detector model for the DeepForest-pytorch packageβ12Apr 14, 2023Updated 3 years ago
- This repository contains the source code of the paper: Distance Estimation and Animal Tracking for Wildlife Camera Trapping, Peter Johannβ¦β14Jun 2, 2023Updated 3 years ago
- AI models trained by Google to classify species in images from motion-triggered wildlife cameras.β575Updated this week
- β23Updated this week
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained oβ¦β121Jul 21, 2023Updated 3 years ago
- Tools for detecting wildlife in aerial images using active learningβ249Jun 10, 2026Updated 4 months ago
- β11Jul 19, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [WACV'25 Oral] TaxaBind: Multimodal Ecological Modelβ39Nov 8, 2024Updated last year
- β33Nov 10, 2025Updated 11 months ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.β18Nov 13, 2019Updated 6 years ago
- Video / Image Annotation (Polygon, Semantic mask, Classification) with Python and Re3β20May 10, 2025Updated last year
- Web application for ecoacoustics that archives and organises soundscape collections, hosts reference recording collections, generates navβ¦β17Sep 5, 2022Updated 4 years ago
- "Actionable Ethics for Data Scientists" Workshop Material @ ODSCβ10May 31, 2024Updated 2 years ago
- R package containing functions to help manage and analyze environmental sensor data to and from WildTrax (wildtrax.ca)β19Updated this week
- β399Updated this week
- Flatbug is a hyperinference and trained YOLOv8 model zoo, with a bespoke diverse dataset of the same name.β28Oct 9, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Created to automate the climatological analysis workflows USACE Regulatory Project Managers are required to perform to comply with long-sβ¦β13Jun 27, 2023Updated 3 years ago
- Enabling Geospatial Predictions from Individual Drone Imagesβ26Sep 26, 2026Updated 2 weeks ago
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservationβ100Sep 6, 2026Updated last month
- β19Oct 20, 2022Updated 3 years ago
- xcapi: A Python package for downloading animal sound recordings from xeno-canto API.β21Aug 11, 2026Updated 2 months ago
- Visualise and animate animal movement data on interactive mapsβ14Feb 13, 2026Updated 8 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¦β36Dec 7, 2022Updated 3 years ago