no code implementations • 9 Apr 2024 • Bryan Bo Cao, Abhinav Sharma, Lawrence O'Gorman, Michael Coss, Shubham Jain
We show how this measure can help a practitioner select a computationally efficient model for a small dataset 6 to 29x faster than through repeated training and testing.
no code implementations • 24 Aug 2023 • Bryan Bo Cao, Lawrence O'Gorman, Michael Coss, Shubham Jain
We examine how the choice of data-side attributes for two important visual tasks of image classification and object detection can aid in the choice or design of lightweight convolutional neural networks.