In 2014, Yosinski et al. [How transferable are features in deep neural networks?] studied the transferability of weights from largely trained networks to new networks.

The following articles are also recommended:

[Learning transferable features with deep adaptation networks, Long et al. 2015];

[Deep learning, Goodfellow et al. 2016]

Checkout this course with source code of resnet on github:

https://github.com/fastai/fastai/tree/master/courses/dl1

Thank Nastaran Emaminejad and Rayson Laroca for you answer.

Nastaran Emaminejad i have check github code but i cant find there any writing description like paper etc .Please any idea about this where i can find a peper for this code .

thanks