Nils Reimers: Sentence Transformers, Search, Future of NLP | Learning from Machine Learning #3
Learning from Machine Learning
Enrook's Data Centric Approach to Data Science
In the talk, Enrook showcases some cases from computer vision where they take a picture to try to detect like effects and manufacturing. And what they do is use a different camera, set it at a different angle with different light. And model accuracy jumps like 20 points. So that's completely outside of data pre-processing,. feature engineering, models, hyper-permitage engineering. That yeah, how you acquire the data had a big impact. Like, okay, use different angle of the camera, different lighting. Now everything is super easy to spot these mistakes in the production.
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