captain-pool/GSOC

Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944

GSOC

Repository for Google Summer of Code 2019 at TensorFlow

GSOC Project Page

https://summerofcode.withgoogle.com/projects/#4662790671826944

Mentors

• Sachin Joglekar (@srjoglekar246)
• Vojtech Bardiovsky (@vbardiovskyg)

Blogs Written

• Training TF2.0 models on TPUs: https://github.com/captain-pool/GSOC/wiki/Training-TF-2.0-Models-on-TPUs

Tasks

Evaluation	Task	Link	Done
E1	Sample TF Hub Module Deploy.	Here	✔️
E1	Image Retraining with TF Hub, TF 2.0 and Cloud TPU	Here	✔️
E1	Convert ShuffleNet from ONNX to SavedModel 2.0	Here	⚠️
E2	Train ESRGAN Model from Scratch and Export as TF Hub Module	Here	✔️
E2	Adding Support to SavedModel 2.0 in saved_model_cli	Here	✔️
E3	Add Sample Notebook demonstrating usage of ESRGAN TF Hub Module	Here	✔️
E3	Knowledge Distillation of ESRGAN	Here	✔️
E3	Proof of concept video player for real time video frame Super Resolution	Here	✔️

UPDATE

ESRGAN just got published on tfhub.dev Link: https://tfhub.dev/captain-pool/esrgan-tf2/1