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README.md

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@@ -6,10 +6,10 @@ You just type in any your idea and AI will give you an art solution
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DALL-E and DALL-E 2 are deep learning models developed by OpenAI to generate digital images from natural language descriptions, called "prompts"
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[![](https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Figor11191708%2Fopenai-async-image-swiftui%2Fbadge%3Ftype%3Dplatforms)](https://swiftpackageindex.com/igor11191708/openai-async-image-swiftui)
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[![](https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fswiftuiux%2Fopenai-async-image-swiftui%2Fbadge%3Ftype%3Dplatforms)](https://swiftpackageindex.com/swiftuiux/openai-async-image-swiftui)
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## [Example for the package](https://github.com/The-Igor/openai-async-image-swiftui-example)
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## [Documentation(API)](https://swiftpackageindex.com/igor11191708/openai-async-image-swiftui/main/documentation/openai_async_image_swiftui)
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## [Example for the package](https://github.com/swiftuiux/openai-async-image-swiftui-example)
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## [Documentation(API)](https://swiftpackageindex.com/swiftuiux/openai-async-image-swiftui/main/documentation/openai_async_image_swiftui)
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## Features
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- [x] Customizable in term of the transport layer [Loader]
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- [x] Based on interfaces not implementations
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![OpenAI AsyncImage SwiftUI](https://github.com/The-Igor/openai-async-image-swiftui/blob/main/image/sun_watch.png)
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![OpenAI AsyncImage SwiftUI](https://github.com/swiftuiux/openai-async-image-swiftui/blob/main/image/sun_watch.png)
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## How to use
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| tpl | Custom view builder tpl |
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| loader | Custom loader if you need something specific|
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![OpenAI AsyncImage SwiftUI](https://github.com/The-Igor/openai-async-image-swiftui/blob/main/image/appletv_art.png)
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![OpenAI AsyncImage SwiftUI](https://github.com/swiftuiux/openai-async-image-swiftui/blob/main/image/appletv_art.png)
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## Documentation(API)
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- You need to have Xcode 13 installed in order to have access to Documentation Compiler (DocC)
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- Go to Product > Build Documentation or **⌃⇧⌘ D**
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![OpenAI AsyncImage SwiftUI](https://github.com/The-Igor/openai-async-image-swiftui/blob/main/image/sun_11.png)
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![OpenAI AsyncImage SwiftUI](https://github.com/swiftuiux/openai-async-image-swiftui/blob/main/image/sun_11.png)
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## More Stable Diffusion examples
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### Replicate toolkit for swift. Set of diffusion models
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Announced in 2022, OpenAI's text-to-image model DALL-E 2 is a recent example of diffusion models. It uses diffusion models for both the model's prior (which produces an image embedding given a text caption) and the decoder that generates the final image.
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In machine learning, diffusion models, also known as diffusion probabilistic models, are a class of latent variable models. They are Markov chains trained using variational inference. The goal of diffusion models is to learn the latent structure of a dataset by modeling the way in which data points diffuse through the latent space.
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Diffusion models can be applied to a variety of tasks, including image denoising, inpainting, super-resolution, and image generation. For example, an image generation model would start with a random noise image and then, after having been trained reversing the diffusion process on natural images, the model would be able to generate new natural images.
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[Replicate kit](https://github.com/The-Igor/replicate-kit-swift)
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[Replicate kit](https://github.com/swiftuiux/replicate-kit-swift)
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![The concept](https://github.com/The-Igor/replicate-kit-swift/raw/main/img/image_02.png)
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![The concept](https://github.com/swiftuiux/replicate-kit-swift/raw/main/img/image_02.png)
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### CoreML Stable Diffusion
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[The example app](https://github.com/The-Igor/coreml-stable-diffusion-swift-example) for running text-to-image or image-to-image models to generate images using Apple's Core ML Stable Diffusion implementation
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[The example app](https://github.com/swiftuiux/coreml-stable-diffusion-swift-example) for running text-to-image or image-to-image models to generate images using Apple's Core ML Stable Diffusion implementation
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![The concept](https://github.com/The-Igor/coreml-stable-diffusion-swift-example/blob/main/img/img_01.png)
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![The concept](https://github.com/swiftuiux/coreml-stable-diffusion-swift-example/blob/main/img/img_01.png)

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