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