If you're looking for an alternative to AWS for AI image generation on a budget, Prodia is a great option. It employs the Stable Diffusion technology for image generation in under 2 seconds, resulting in a 50-90% reduction in production costs. Prodia supports multiple image models and offers a free API key, so you can start experimenting without worrying about infrastructure costs.
Another contender is Together, a cloud-based service for rapid development and deployment of generative AI models. It incorporates optimizations like Cocktail SGD and FlashAttention 2 for faster model training and inference. Together claims big cost savings, up to 117x compared to AWS, and offers scalable inference and collaborative tools for fine-tuning and deploying AI models.
If you're on a tight budget, Artsmart.ai is an AI image generation service that lets you generate high-quality images from text prompts at a fraction of the cost. It also offers upsampling, inpainting, outpainting and other features, and an API for embedding generative AI content in apps. Artsmart.ai offers three pricing tiers so you can find a level that fits your budget.
If you want an open-source option, DeepMake is a generative AI-powered content creation system that runs on your own PC. It can perform text-to-image, image-to-image generation and more without any cloud services or usage fees. With plans to integrate with popular VFX and video editing software, DeepMake is geared toward creative pros who want to accelerate content creation while keeping control and costs in their own hands.