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Delta tables and YOLO computer vision tasks

Andrewcon
New Contributor II

 

Hi all,

I would really appreciate if someone could help me out. I feel itโ€™s both a data engineering and ML question.

One thing we use at wo is YOLO for object detection. Iโ€™ve managed to run YOLO by loading data from the blob storage, but Iโ€™ve seen that the best way to do deep learning tasks in Databricks is to train your ML models on Delta Live Tables.

I currently have my training dataset as a Delta table, and I was wondering if anyone has managed to train computer vision models on Delta tables.

Iโ€™ve read the documentations and have seen repos such as petastorm that try to implement training on delta tables, but I canโ€™t for the life of me understand how to actually run yolo this way, especially since YOLO uses yaml for config.

Thank in advance for your help! ๐Ÿ˜‡

1 REPLY 1

jnap
New Contributor II

I am also looking for an answer to this question. Did you manage to find a solution @Andrewcon ?

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