Posts

• Text adventure game with Stable Diffusion

  Learn how to use Stable Diffusion in Flax and Gradio to bring to life a text-based adventure game like Zork

  Jan 15, 2023

• Zero-shot object detection with OWL-ViT

  Learn how to use the flax implementation of OWL-ViT to perform Zero-shot object detection

  Jan 12, 2023

• Seamless Texture with Stable Diffusion In-painting

  Learn how to use the diffusers library from Hugging Face to generate Seamless Textures using the In-painting pipeline

  Jan 2, 2023

• Panoramic view with Stable Diffusion In-painting

  Learn how to use the diffusers library from Hugging Face to generate Panoramic views using In-painting pipeline

  Jan 1, 2023

• Stable Diffusion in-painting with diffusers

  Learn how to use the diffusers library from Hugging Face to generate masks for objects and replace them with text prompts

  Dec 31, 2022

• Simple diffusion in TensorFlow

  How to implement a simple diffusion process from scratch in TensorFlow

  Dec 30, 2022

• Zero-Shot image classification with CLIP and Flax

  How to use Flax implementation of OpenAI's CLIP to perform zero-shot image classification

  Dec 26, 2022

• Textual Inversion inference with diffusers and Flax

  Learn how to use the `diffusers` library and Textual Inversion concepts from Hugging Face to generate images for the concept of your choice

  Dec 24, 2022

• Image2Image with Stable Diffusion in Flax

  Instead of letting Stable Diffusion start from a noisy image we will provide a custom input.

  Dec 18, 2022

• Deep Dive into Stable Diffusion - Part II

  Learn about the main components of Stable Diffusion implemented in Flax

  Dec 17, 2022

• Deep Dive into Stable Diffusion - Part I

  Learn how to implement the diffusion loop of Stable Diffusion in Flax

  Dec 16, 2022

• Mean Shift clustering with JAX

  Learn about the Mean Shift clustering algorithm and how to implement it with JAX

  Dec 15, 2022

• Interpolation with Stable Diffusion in Flax

  Learn how to use Stable Diffusion with Flax to interpolated images

  Dec 14, 2022

• Get started with Stable Diffusion using Flax and TPU

  Learn how to use the diffusers library from Hugging Face and play with the Flax implementation of Stable Diffusion models to generate images from text on TPU

  Dec 9, 2022

• Activation functions in Flax

  Explore different activation functions for building neural networks in Flax

  Jun 11, 2022