drivendataorg / zamba
A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images
☆128Updated last week
Alternatives and similar repositories for zamba:
Users that are interested in zamba are comparing it to the libraries listed below
- MEWC: Mega Efficient Wildlife Classifier☆32Updated 4 months ago
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆133Updated this week
- AI-Powered Camera-Trap Image Processing☆35Updated this week
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation☆82Updated last month
- Tools for detecting wildlife in aerial images using active learning☆235Updated 9 months ago
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated last year
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆152Updated this week
- Automatically identify animals in camera trap images by training a deep neural network.☆51Updated 5 years ago
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated 2 years ago
- Shared utility scripts for AI for Earth projects and team members☆41Updated 9 months ago
- A curated list of deep learning papers in ecology.☆93Updated 6 months ago
- Everything I know about machine learning and camera traps.☆144Updated last week
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth proj…☆31Updated 4 years ago
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated last year
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆20Updated this week
- A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand …☆34Updated 2 years ago
- Distance Estimation for Estimating Animal Abundance☆19Updated 7 months ago
- Conservation data analytics☆25Updated this week
- ☆18Updated last month
- Marine debris detection with commercial satellite imagery and deep learning.☆91Updated 3 years ago
- Rapid map creation with machine learning and earth observation data.☆70Updated 5 months ago
- Bounding Box Editor and Exporter☆19Updated 10 months ago
- ☆26Updated 11 months ago
- Repository for "SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data" (NeurIPS 2023 Da…☆25Updated last year
- ☆29Updated last year
- Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.☆39Updated 2 weeks ago
- ☆23Updated last month
- Deep-SDM framework☆32Updated this week