stack-gan

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PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python

Hands-On Deep Learning Algorithms with Python, By Packt

python machine-learning deep-learning deep-learning-algorithms rnn-tensorflow cnn-architecture cycle-gan capsule-network few-shot-learning stack-gan tensorflow-2 nadam

Updated Jan 30, 2023
Jupyter Notebook

Vishal-V / StackGAN

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TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.

keras generative-adversarial-network gans cub-200 stack-gan tensorflow-2 conditioning-augmentation

Updated Apr 1, 2020
Python

ayansengupta17 / GAN

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We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.

python machine-learning deep-neural-networks deep-learning discriminator generative-adversarial-network gan batch-normalization dcgan sentence cubs loss-functions skip-thought-vectors text-encodings mscoco mscoco-dataset dcgan-tensorflow tensrorflow stack-gan

Updated May 7, 2018
HTML

Text-to-image generation using Stack-GAN model which generates accurate images based on text description. Developed specifically for fashion domain, it provides clothing options for wide range of variety.

javascript python nextjs django-rest-framework stack-gan

Updated Aug 29, 2024
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