trail-camera

Open-source ESP32-S3 firmware for MeshCam LoRa mesh trail cameras: leaf nodes, relays, gateway (Reticulum transport)

Multimodal vector search of images and videos taken from trail cameras. Demonstrates how build multimodal AI search (text and image) using the Meta AI ImageBind model.

A python based GUI that runs an onnx detection model over trail camera images. The output can then be manually reviewed image by image to correct any detection errors to give an accurate output for either reporting or for feeding more images back into the detection model for improving accuracy.

Simple script to enable wifi on Ceyomur trail camera using bluetooth

Open-source ESP32 + LR2021 wildlife camera kit with low-power triggers, FLRC image transfer, handheld LVGL display, Wi-Fi configuration, and 3D-printable enclosures.

Self-hostable web app for MeshCam: thumbnail-first image delivery, device telemetry, command queue (AGPL-3.0)

Burrel/Spartan/Spromise trail camera log file decoder

Download photos from a SpyPoint trail camera and show them as a kiosk dashboard in Home Assistant, with push notifications on new photos.

MeshCam device + ingest API spec: BYOD nodes are first-class (CC-BY-4.0)

Build a Raspberry Pi wildlife camera step by step — from Python image capture and motion detection to edge AI.

Browse, play and export clips from 7links trail cameras (.media chunks -> MP4)

A complete, reproducible guide to diagnose and fix chronic night (IR) over‑exposure on Suntek/Novatek‑platform trail cameras (e.g. HC‑940Ultra, HC-950Ultra, HC‑960Ultra‑li and siblings), by correcting the auto‑exposure (AE) tuning inside the firmware and re‑computing the firmware checksums so the patched image boots and flashes normally.

Acteo is a lightweight desktop application to help classify trail-cam image sequences.

A trail camera for sites with no cell service. Photos reach the cabin over a long-range Wi-Fi HaLow mesh, no tower and no subscription.

Fieldscan (Beta): an anomaly scanner for your own city. Creatures live in real places from OpenStreetMap; solve the riddle, do the rite, and a trail camera catches them. Android, offline-first, no ads.

Sort trail-camera pictures with Claude: drop the empties, keep the wildlife, get a plain report

Remove the Bushnell watermark from videos produced by Bushnell trail cameras

Home Assistant custom integration for Stealth Cam / GSM Outdoors Command cellular trail cameras.

Automated wildlife detection and video curation via local multimodal AI.

Local HTTP service that classifies camera-trap photos and clips with Google SpeciesNet. Optional local model for the Trailwatch Home Assistant integration.