Letting Codex+Astra agents reproduce and fine-tune an Edge Impulse bird sound classifier

dansitu · x · 2026-11-03

Developer dansitu is testing AI coding agents on a bird sound classifier project (sparrow vs parakeet vs background noise): having Codex+Astra fetch the float32 TFLite model from Edge Impulse, reproduce its results locally, then edit the weights for improvement.

Slow airport Wi-Fi is slowing the dataset download, but on a sample of the data the agents already claim some improvement. An in-progress look at autonomous agent experimentation on a real ML task.

Related event: Codex+Astra Directly Edits ConvNet Weights, Boosting Bird Sound Classifier to 88.75%(3 posts)→

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