4 ms·
Is there any way to derive a human-comprehensible explanation of what the AI model is keying off of?
by perl4ever 7y ago
Is there any way to derive a human-comprehensible explanation of what the AI model is keying off of?
- PNWChris 7y agoAlas, not in a way that I'm capable of, I'm still working through part 1 of Fast.ai's course. I looked over my folder of spectrograms, and there are definitely patterns, but I don't know exactly what features the model deemed relevant. I've added some example audio to the demo page, so now you can see the accompanying spectrograms of various temperatures without needing to run the notebooks. There is hope for human understandable models, however. Lots of brilliant minds are working on model interpretability [0][1]! [0]: https://distill.pub/2018/building-blocks/ https://distill.pub/2018/building-blocks/ [1]: https://openai.com/blog/interpretable-machine-learning-through-teaching/ https://openai.com/blog/interpretable-machine-learning-throu...