WIP: Replicate stack gan - Githubissues

deepmagd / shenaniGAN

Work in progress

MIT License

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WIP: Replicate stack gan #6

Closed Devin-Taylor closed 4 years ago

Devin-Taylor commented 4 years ago

DO NOT MERGE

Devin-Taylor commented 4 years ago

@alecokas please review and merge when happy. Stage 1 implementation complete and running end-to-end. Please do not delete the branch.

Changes:

resize images, maintaining aspect ratio, pad border to get square
implemented stage 1 conditional augmentation
implemented stage 1 generator
implementation stage 1 discriminator
implement generator and discriminator loss functions
configured training loop
integrated batched training

Notes:

Not training perfectly (discriminator winning too easily) but will resolve that in a different PR.