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

UPDATE

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