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Flux-1 Dev - Photorealistic Image Generation Tutorial Using LoRA Adapters

Offered By: Venelin Valkov via YouTube

Tags

Image Generation Courses Machine Learning Courses Computer Vision Courses LoRA (Low-Rank Adaptation) Courses Hugging Face Courses Diffusion Models Courses

Course Description

Overview

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Explore photorealistic image generation using the Flux-1 (Dev) model and LoRA adapters in this comprehensive tutorial on Google Colab. Learn about the Flux.1 model family from Black Forest Labs and their open-weight models. Set up the Google Colab environment, generate your first image, and experiment with inference steps and guidance. Discover how to create a variety of outputs, including a cute Hydra. Dive into the Photorealism LoRA adapter and understand how to adjust the LoRA scale for optimal results. Generate diverse examples such as houses, bedrooms, and unicorns. Gain practical insights into AI-powered image generation techniques and expand your skills in creating stunning, lifelike visuals.

Syllabus

- Welcome
- Text tutorial on MLExpert.io
- Flux.1 model family
- Weights on Hugging Face
- Google Colab Setup
- Generate our first image
- Inference steps
- Guidance
- Cute Hydra
- Output Variety
- Photorealism LoRA adapter
- LoRA scale strength
- More examples house, bedroom, unicorn
- Conclusion


Taught by

Venelin Valkov

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