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.
☆120Jul 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
Sorting:
- Automatically identify animals in camera trap images by training a deep neural network.☆52May 20, 2019Updated 6 years ago
- Machine Learning for Wildlife Image Classification☆71Aug 19, 2020Updated 5 years ago
- Classify camera trap images using machine learning with R Shiny Apps☆37Feb 12, 2021Updated 5 years ago
- ☆20Sep 7, 2023Updated 2 years ago
- PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.☆983Feb 25, 2026Updated last week
- MegaDetector models served over FastAPI & visualized with Streamlit☆10May 9, 2023Updated 2 years ago
- Import and query all of eBird locally☆12Apr 20, 2022Updated 3 years ago
- A curated list of deep learning papers in ecology.☆99Oct 15, 2024Updated last year
- ☆12Dec 1, 2025Updated 3 months ago
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆19Jan 24, 2023Updated 3 years ago
- PyTorch implementation for Local Context Norm☆19May 9, 2020Updated 5 years ago
- Automatically detect, count, and classify animals in camera trap images.☆26Sep 7, 2022Updated 3 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆148Feb 17, 2026Updated 2 weeks ago
- A PyTorch implementation of the paper Neural Color Transfer between Images by Mingming He, Jing Liao, Lu Yuan, Pedro V. Sander.☆19Mar 12, 2018Updated 7 years ago
- Implementation of a Spiking Neural Network in Tensorflow.☆24May 13, 2018Updated 7 years ago
- Tools for detecting wildlife in aerial images using active learning☆241Oct 21, 2025Updated 4 months ago
- flexible occupancy estimation in R☆32Feb 26, 2026Updated last week
- LTER Metacommunity Synthesis Working Group☆10May 9, 2023Updated 2 years ago
- ☆12Jul 30, 2025Updated 7 months ago
- Save 99% of Your Time Classifying Camera-Trap Footage. Completely Free.☆34Updated this week
- Questions asked in PhD defences☆10Apr 30, 2024Updated last year
- OSoMe API mashups☆11Jan 29, 2019Updated 7 years ago
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆162Updated this week
- Fit models to data from unmarked animals using Stan. Uses a similar interface to the R package 'unmarked', while providing the advantages…☆37Sep 29, 2025Updated 5 months ago
- 古诗生成 GAN☆10Aug 28, 2020Updated 5 years ago
- Code and associated materials for "Introduction to Applied Bayesian Analysis in Wildlife Ecology' workshop hosted by TWS Early Career Pro…☆12May 10, 2024Updated last year
- ifcParser in Grasshopper and NotePad++ Express Style☆10Jun 28, 2017Updated 8 years ago
- ☆14Aug 1, 2025Updated 7 months ago
- Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection☆13Nov 6, 2020Updated 5 years ago
- Code for "Time-Aware Auto White Balance in Mobile Photography"☆28Jan 25, 2026Updated last month
- auto-generating summaries of interactive and dynamic geovisualization☆11Dec 9, 2024Updated last year
- Activities and examples for Machine Learning with Flogo☆14Dec 5, 2025Updated 3 months ago
- 1st Place Solution to iWildcam 2021: Count the number of animals of each species present in a sequence of images☆12Jun 24, 2021Updated 4 years ago
- Optimized MDNet for fast object tracking☆10Apr 10, 2019Updated 6 years ago
- ☆14Dec 22, 2023Updated 2 years ago
- Workflow and tools for detecting snow-covered area, accumulation area ratio, and seasonal snowlines on mountain glacier surfaces using La…☆12Jun 3, 2025Updated 9 months ago
- An SSH honeypot written entirely in Go.☆12Dec 4, 2025Updated 3 months ago
- Using hand gesture recognition to send motion commands to the Unitree Go1 quadruped.☆11Mar 31, 2023Updated 2 years ago
- CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections, CVPR 2025☆10Aug 1, 2025Updated 7 months ago