Tools for detecting wildlife in aerial images using active learning

DotDotGoose is a free, open source tool to assist with manually counting objects in images

Outil d'import de données entre instances GeoNature (côté client)

A Raspberry Pi camera system with a live video feed, motion detection system, H.264 mp4 recording capabilities and a storage management system with support for remote storage. The recorder supports pre-motion frame recording and no internet environments (e.g. Wildlife cameras).

Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"

OH!SHOWN 野生動物出沒痕跡通報系統

Hypraptive BearID project. FaceNet for bears.

A software suite designed to track and map the locations of VHF transmitters which are typically used to locate wildlife in ecological studies.

The Image Level Label to Bounding Box (IL2BB) pipeline automates the generation of labeled bounding boxes by leveraging an organization’s previous labeling efforts.

Filter cameras traps images with megadetector on a cluster

Pytorch implementation for "Iterative Human and Automated Identification of Wildlife Images" (Nature -Machine Intelligence, 2021)

Simple Python program with a GUI built using tkinter that tests your knowledge of identifying species. Inspired by a course I took in university where I had to learn to identify species but forgot most of them. Currently, only bird species found in Ontario are available in the Images directory. You can contribute to this if you happen to stumble…

Distance Estimation for Estimating Animal Abundance

Reserve Design Optimizing Functional Connectivity and Animal Density

CycleGAN Model in PyTorch for translating animal image to other domain irrespective of the pairing between two images.

Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)

Determine the 🐦 from its 🎵

Generate random wildlife bingo cards for safaris with data from Wikipedia

POC for automatic cyber spotting of illegal wildlife trade