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A simpler path to better computer vision

Research finds using a large collection of simple, un-curated synthetic image generation programs to pretrain a computer vision model for image classification yields greater accuracy than employing other pretraining methods that are more costly and time consuming, and less scalable. ....

Manel Baradad , Antonio Torralba , Rogerio Feris , Tongzhou Wang , Phillip Isola , Artificial Intelligence Laboratory , Delta Electronics Professor Of Electrical Engineering , Watson Ai Lab , Xyla Inc , Jpmorgan Chase Bank , Computer Science , Delta Electronics Professor , Electrical Engineering , Chase Bank , Neural Information Processing , Procedural Image Program , Mage Generation Programs , Computer Vision , Machine Learning , Care Training , Synthetic Data ,