debuggable deep learning for solving auto-drive #26
guotong1988
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similar finding is the key to small sample learning |
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you cannot let the machine learn the world automatically. but you can let the machine memorize like people (small sample learning), and make it debuggable. |
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debuggable deep learning: model predict = finding the most similar traindata
give the auto-drive system a photo and its corresponding steering label as traindata, then when predicting, we know which data lead to the predicted steering result.
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