Add A New Dimension To Your Photos Using Python - Jun 28, 2021.
Read this to learn how to breathe new life into your photos with a 3D Ken Burns Effect.
Google Colab, Image Generation, Image Processing, Python
- Deep Learning for Virtual Try On Clothes – Challenges and Opportunities - Oct 16, 2020.
Learn about the experiments by MobiDev for transferring 2D clothing items onto the image of a person. As part of their efforts to bring AR and AI technologies into virtual fitting room development, they review the deep learning algorithms and architecture under development and the current state of results.
Computer Vision, Deep Learning, Fashion, Generative Adversarial Network, Generative Models, Humans, Image Generation
- Which Face is Real? Applying StyleGAN to Create Fake People - May 1, 2020.
This post explains using a pre-trained GAN to generate human faces, and discusses the most common generative pitfalls associated with doing so.
GANs, Generative Adversarial Network, Image Generation
- GANs Need Some Attention, Too - Mar 5, 2019.
Self-Attention Generative Adversarial Networks (SAGAN; Zhang et al., 2018) are convolutional neural networks that use the self-attention paradigm to capture long-range spatial relationships in existing images to better synthesize new images.
AISC, Attention, Deep Learning, GANs, Image Generation, Machine Learning
