Q.What is fine-tuning?
A.Fine-tuning is the process of adapting a pre-trained generative image model to create personalized results for specific subjects or styles.
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Astria
★4.3
💬8433
💲Paid
Astria is an AI image generation platform that allows users to create custom images using fine-tuned models and generative filters. It supports various use cases such as AI photoshoots, virtual try-ons, and product shots, and offers an API for developers to integrate these features into their applications.
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Platform
web
AI avatarsAI image generationAI photoshootsDreambooth APIFine-tuningGenerative filtersImage editing
What is Astria?
Astria is a specialized AI image generation platform that enables users to create custom images through its Dreambooth API. It supports fine-tuning models like Flux, Stable Diffusion 1.5, and Stable Diffusion XL to generate personalized results for specific subjects or styles. The platform also offers generative filters for artistic effects and supports various use cases such as AI photoshoots, virtual try-ons, and product shots.
Core Technologies
- AI Image Generation
- Dreambooth API
- Stable Diffusion
- Generative Filters
Key Capabilities
- Customizable AI image generation
- Fine-tuning models
- Generative filters for artistic effects
- API for developers
- Support for multiple use cases
Use Cases
- Creating AI photoshoots
- Implementing virtual try-ons
- Developing mobile apps
- Generating product shots
- Enhancing interior design
- Creating avatars
- Applying artistic filters
- Designing for pets
Core Benefits
- Customizable AI image generation
- Variety of fine-tuning options
- API for integration into applications
- No devops required, auto-scaling infrastructure
- Supports multiple use cases
Key Features
- AI image generation
- Dreambooth API
- Fine-tuning (Flux, SD1.5, SDXL)
- Generative filters
- Model library
- API for developers
How to Use
- 1Train a model using Astria's platform
- 2Use open-source AI headshot starters
- 3Utilize the Imagine app for image generation
- 4Integrate the API into your applications
- 5Explore the model library and follow guides
Pricing Plans
Flux training
$1.50 per fine-tune
- $1.50 per 300 steps - 1200 effective steps. Steps are pro-rated. Flux pricing is for 1MP 1024x1024 images. Larger images are pro-rated.
8 Images
$0.23 / prompt
Prompts are texts that are used together with the fine-tuned model to generate a set of images. Each prompt defaults to 8 images
Virtual Try-On for Flux
8.0 cent
super-resolution or face correction
$0.0125
Prompt Masking
1.0 cent
Remove background
1.0 cent/image
Extended model storage
$0.50 per model per month
Models are saved for 30 days since the moment they become available.
Frequently Asked Questions
Q.What are the alternatives to fine-tuning?
A.Astria offers a FaceID-like alternative approach that results in lower resemblance but requires significantly less processing time.
Q.What is Flux?
A.Flux is a family of generative image models created by Black Forest Labs that allow a new level of text-to-image generation.
Q.Does Astria cover my app in terms of licensing?
A.Yes! Customers may use the playground GUI and API services without any additional licensing requirements.
Q.What are generative filters?
A.Generative filters use generative image models to achieve a new level of control and effects on images, allowing for artistic filters such as line-art or oil painting effects.
Pros & Cons (Reserved)
✓ Pros
- Customizable AI image generation
- Variety of fine-tuning options
- API for integration into applications
- No devops required, auto-scaling infrastructure
- Supports multiple use cases
✗ Cons
- Fine-tuning can be processing-intensive
- Model storage has a limited duration (30 days)
- Nude content is not allowed
- Using external tools with checkpoints is not officially supported
Alternatives
No alternatives found.