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Generative AI Lab

Objective

Create an app to generate images given a text prompt or an image input. It uses Diffusers library to perform generative tasks such as text-to-image or image-to-image.

Demo

Installation

☑️ Step 1: Create Virtual Enviroment

py -3.12 -m venv .venv

☑️ Step 2: Activate Virtual Enviroment

.venv\Script\activate

☑️ Step 3: Install dependencies.

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu128
pip install transformers
pip install diffusers
pip install accelerate
pip freeze > requirements.txt 
☑️ Step 4: Link my local repository to my Github remote repository
```bash
git remote add origin https://github.com/estelacode/generative_image_lab.git
git remote -v  # Verify the remote repository is added

☑️ Step 5: Add first commit and push the current branch and set the remote as upstream

git add README.md
git commit -m "README.md"
git push --set-upstream origin master 
git push -u origin master

☑️ Step 6: Create the package

pip install -e .

Usage

ptyhon main.py

Tech Stack

Image Generative Libraries:

Models:

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