About

This repo's attempt is try to pre-train images of prices.

Todo

• DONE : Write simple cropper data augmenter since price image doesn't have much color
• ONGOING : Create an encoder model
• Do some contrastive training
• Plot some image's features on tSNE
• Freeze trained layer for preparation of finetune
• Fine-tune model for classification
• Evaluate classification result and also plot features

References

• https://github.com/mwdhont/SimCLRv1-keras-tensorflow
• https://amitness.com/2020/03/illustrated-simclr/
• https://github.com/google-research/simclr

Sample images