Andrew Zhu's Sample Code

Previously, I put my sample code in one of my private repository, the repo becomes like a chaos and impossible to manage, and becomes unreadable (not mention execution it again) gradually.

So that decide to setup this public repository to host all of my daily sample code with better structure and comments.

More sample code in my book.

Setup Environment

If you want to run some of the code from this repo, to avoid messing up your Python runtime, you'd better setup a virtual python environment and install the packages list in requirements.txt file.

Install azailib tool

pip install -U git+https://github.com/xhinker/azailib.git@main

Install sd_embed for unlimited size Diffusion prompt embedding generation

pip install -U git+https://github.com/xhinker/sd_embed.git@main

What sample code inside of this rep

Diffusion related model

1. Stable Diffusion 1.5, see code in folder: diffusion_models/sd15
2. Stable Diffusion XL, see code in folder: diffusion_models/sdxl
3. Stable Diffusion SD35, see code in folder: diffusion_models/sd35
4. Flux.1, see code in folder: diffusion_models/flux

Segmentation

1. Florence2, see code in folder: segmentations/florence2
2. GroundingDino: see code in folder: segatmentations/grounding_dino

Image Editing

1. Remove Object & Waters from image - LaMa Inpaint: ai_models_eval/lama_inpaint