Agent tunes a live camera for ML training: focus lock 190, white balance 4600K

TheZachMueller · x · 2026-11-11

The attached screenshot shows an agent conversation: to feed better frames into model training, it kept the overhead angle, locked focus at 190 for the biggest gain, set sharpness to 6, and fixed white balance at 4600K to remove the orange cast, noting exposure was already near the camera's max. The tuned 8MP stream is visibly sharper, raw stream and still frames are exposed for training, and a temporary ID model was stopped to free the GPU.

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