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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.
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.