Bag of Tricks for Image Classification with Convolutional Neural Networks

Tong HeZhi ZhangHang ZhangZhongyue ZhangJunyuan XieMu Li

   Papers with code   Abstract  PDF

Much of the recent progress made in image classification research can be credited to training procedure refinements, such as changes in data augmentations and optimization methods. In the literature, however, most refinements are either briefly mentioned as implementation details or only visible in source code... (read more)

Benchmarked Models

RANK
MODEL
REPO
CODE RESULT
PAPER RESULT
ε-REPRODUCED
BUILD
3
SE-ResNeXt-101 32x4d
80.9%
--
4
SE-ResNeXt-101 64x4d
80.9%
--
11
SE-ResNeXt-50 32x4d
79.9%
--