This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.
☆121Jul 21, 2023Updated 2 years ago
Alternatives and similar repositories for deep_learning_for_camera_trap_images
Users that are interested in deep_learning_for_camera_trap_images are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automatically identify animals in camera trap images by training a deep neural network.☆53May 20, 2019Updated 7 years ago
- Everything I know about machine learning and camera traps.☆192Jun 26, 2026Updated last week
- Machine Learning for Wildlife Image Classification☆71Aug 19, 2020Updated 5 years ago
- Bounding Box Editor and Exporter☆22Mar 17, 2026Updated 3 months ago
- Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and con…☆1,017Jun 25, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆20Sep 7, 2023Updated 2 years ago
- A curated list of deep learning papers in ecology.☆100Oct 15, 2024Updated last year
- AI for Earth Species Classification API☆108May 1, 2023Updated 3 years ago
- MegaDetector models served over FastAPI & visualized with Streamlit☆10May 9, 2023Updated 3 years ago
- Import and query all of eBird locally☆12Apr 20, 2022Updated 4 years ago
- ☆12Dec 1, 2025Updated 7 months ago
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆19Jan 24, 2023Updated 3 years ago
- Automatically detect, count, and classify animals in camera trap images.☆27Sep 7, 2022Updated 3 years ago
- AI-Powered Camera-Trap Image Processing☆45Jun 26, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Nov 4, 2016Updated 9 years ago
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆26Jun 25, 2026Updated last week
- Tools for detecting wildlife in aerial images using active learning☆245Jun 10, 2026Updated 3 weeks ago
- Repository for the Deep Wetlands project in which we detect changes in water extension of wetlands my using multispectral and SAR images☆17Oct 27, 2025Updated 8 months ago
- Classification of animal sounds in a hyperdiverse rainforest using Convolutional Neural Networks (Sun et al, 2021)☆13Oct 16, 2023Updated 2 years ago
- Crowdsourcing tools to construct datasets.☆12Sep 17, 2018Updated 7 years ago
- Scripts written for radar data processing. Supplementary material for my paper called 'Monitoring surface water cover change in Hungaria…☆14Oct 22, 2018Updated 7 years ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆26Jan 24, 2025Updated last year
- Estimating the change in number of birds in the North American avifauna 1970-2017. Rosenberg et al. 2019☆10Mar 6, 2024Updated 2 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.
- Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School☆25Jul 26, 2022Updated 3 years ago
- MarineRegions R client☆16Sep 4, 2024Updated last year
- An Interface for the 'eLTER' Community☆13Jun 12, 2026Updated 3 weeks ago
- R scripts mapping global wetland loss (1700-2000)☆18Aug 28, 2024Updated last year
- MSc Data Science thesis comparing Capsule Networks and CNNs for classifying wild animal species in camera trap images using Python and Ke…☆10May 29, 2019Updated 7 years ago
- Automatic Calculation of Effects for Piecewise Structural Equation Models☆16Sep 13, 2024Updated last year
- A web client for OpenAQ API.☆12Jan 8, 2020Updated 6 years ago
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.☆33Updated this week
- Data aggregation for Zooniverse projects☆13Jun 18, 2026Updated 2 weeks 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.
- image based ecological information system☆64Apr 19, 2026Updated 2 months ago
- Active Statistics book web page☆12Jan 3, 2025Updated last year
- A python library to prepare data for AERMOD model inputs (Hong Kong).☆11Dec 2, 2021Updated 4 years ago
- Best practices for ground reference data collection and cataloguing☆19Oct 13, 2020Updated 5 years ago
- TEMPLATE for R Markdown lessons☆12Jun 23, 2026Updated last week
- 1st Place Solution to iWildcam 2021: Count the number of animals of each species present in a sequence of images☆12Jun 24, 2021Updated 5 years ago
- Python processing for the AERMOD dispersion modeling system☆12Sep 7, 2016Updated 9 years ago