Software for automated insect monitoring with the Insect Detect camera trap.
A desktop application that makes using MegaDetector's model easier
Free Wi-Fi remote for Sony cameras on Windows, Mac, iPhone and iPad: live view, focus, exposure, video, time-lapse and automatic wildlife recording.
Documentation website for automated insect monitoring with the Insect Detect camera trap.
Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models
Notebooks for detection and classification model training. Insect classification model. Python scripts for processing of data, collected with the Insect Detect DIY camera trap.
Method Multi-Layer Robust Principal Component Analysis. This method was introduced in the paper Camera-Trap Images Segmentation using Multi-Layer Robust Principal Component Analysis
1st Place Solution to iWildcam 2021: Count the number of animals of each species present in a sequence of images
Universal Chimpanzee Face Embedding
Open-source ESP32-S3 firmware for MeshCam LoRa mesh trail cameras: leaf nodes, relays, gateway (Reticulum transport)
ct is an R package to manage and analyze camera trap data for wildlife monitoring and ecological research.
repository for species detection model training
Self-hosted review UI for SpeciesNet wildlife classifier predictions
Open-source ESP32 + LR2021 wildlife camera kit with low-power triggers, FLRC image transfer, handheld LVGL display, Wi-Fi configuration, and 3D-printable enclosures.
Software for post-processing of data captured with the Insect Detect camera trap.
Estimate animal density and abundance using random encounter models
📦 camtrapmonitoring is an R package for planning and evaluating camera trap surveys and (soon) estimating wildlife density. Formerly named {wildcam}.
Self-hosted web app for Tapo cameras: live view, SD card browser and download, automatic animal detection (fox, marten, cat, hedgehog...). Works with the new local protocol (error -40211).
Self-hostable web app for MeshCam: thumbnail-first image delivery, device telemetry, command queue (AGPL-3.0)
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