Update README.md

README.md

@@ -13,30 +13,45 @@ library_name: diffusers
 
 # Zode: ZoTI 1
 
-A Text To Image Model Based on Stable Diffusion
+Artificial intelligence has come a long way in the past few years, and one of the most exciting developments is the ability to generate high-quality images from text descriptions. Recently, Zode released a new AI text-to-image system named ZoTI, based on stable diffusion.
 
-A leading tech company, Zode, has developed an AI Text-to-Image tool based on a stable diffusion model. This tool allows users to turn their text into images, allowing for more dynamic and visually appealing designs. The stable diffusion model is based on the idea of dividing the images into small parts and then adjusting the parts to create a whole. This allows for a more detailed and accurate design.
+## What is ZoTI?
 
-The AI Text-to-Image tool simplifies the process of creating images from text. It does this by analyzing the text and automatically generating images based on the words and their context. Users can customize the images by adding layers and changing their color, shape, and other properties. This makes the tool particularly user-friendly and accessible.
+ZoTI is a text-to-image system that uses artificial intelligence to generate high-quality images from text descriptions. It is based on stable diffusion, which is a process that simulates the way that heat diffuses through a solid object. This process allows ZoTI to generate high-quality images that are both realistic and diverse.
 
-The AI Text-to-Image tool also provides a range of features, such as image processing and image recognition. This allows users to quickly create images and use them in applications, such as creating posters and logos. Additionally, users can also use the tool to track their progress and evaluate the quality of their images.
+## How Does ZoTI Work?
 
-Overall, Zode’s AI Text-to-Image tool is an efficient and cost-effective way to create visuals from text. By using the AI Text-to-Image tool, users can quickly and easily create intricate images that are both visually appealing and accurate.
+ZoTI works by using a neural network to translate text descriptions into images. The system is trained on a large dataset of text descriptions and corresponding images. During the training process, the neural network learns to map text descriptions to corresponding image features.
 
-And If You Want To Use It You Can Use It For Free Forever And It's Commercials Use.
+Once the network has been trained, it can be used to generate images from text descriptions. To generate an image, the text description is first encoded into a vector representation. This vector representation is then used as input to the neural network, which generates a corresponding image.
 
+The output of the neural network is a high-resolution image that closely matches the input text description. ZoTI is designed to generate diverse images, meaning that it can produce a wide range of images that are all related to the input text description. This makes it a powerful tool for generating images for a variety of commercial purposes.
 
-## How To Use
+## What Can ZoTI be Used For?
 
-### Download
+ZoTI has many potential commercial applications. Some examples include:
+1. E-commerce: <br> ZoTI can be used to generate product images for e-commerce websites. This can be especially useful for products that are difficult to photograph, such as virtual products or products that are difficult to transport.
+2. Advertising: <br> ZoTI can be used to generate images for advertising campaigns. This can be especially useful for companies that want to create visually striking ads that stand out from the competition.
+3. Game Development: <br> ZoTI can be used to generate game assets, such as characters, environments, and objects. This can be especially useful for indie game developers who may not have the resources to create high-quality art assets from scratch.
+4. Film and Television: <br> ZoTI can be used to generate storyboards and pre-visualization images for film and television productions. This can help filmmakers visualize their ideas before committing to expensive production costs.
 
-To use `ZoTI 1`, install the `CKPT` file or `Safetensor` and add it to your web-ui like (`Automatic1111`,`InvokeAI`).
+## Conclusion
 
-### Web Version
+ZoTI is an exciting new AI text-to-image system based on stable diffusion. It is capable of generating high-quality, diverse images from text descriptions, making it a powerful tool for a variety of commercial applications. Whether you are an e-commerce business looking to create product images, an advertiser looking to create striking visuals, or a game developer looking to create art assets, ZoTI has the potential to be a valuable asset to your business. And the best part is, it's free to use!
 
-The web version will be available soon, But now you can try it from `Hosted Inference API`.
+## Models
+### ZoTI 1
+ZoTI 1 was the initial release of the ZoTI text-to-image system based on stable diffusion. The system used a neural network to generate high-quality images from text descriptions. ZoTI 1 was designed to be easy to use, with a simple interface that allowed users to input text descriptions and generate corresponding images quickly and efficiently.
+
+The system was trained on a large dataset of text descriptions and corresponding images, allowing it to generate diverse and realistic images related to the input text description. ZoTI 1 was able to generate high-resolution images with fine details, making it a valuable tool for a variety of commercial applications.
 
-## Examples
+One of the most significant advantages of ZoTI 1 was that it was free to use. This made it accessible to a wide range of users, from small indie game developers to large e-commerce businesses. ZoTI 1 quickly gained popularity and was praised for its ability to generate high-quality images quickly and efficiently, saving businesses time and resources.
+
+Despite being the initial release, ZoTI 1 demonstrated the potential of text-to-image systems and paved the way for further developments in the field. It was a significant achievement in the field of artificial intelligence and demonstrated the power of using stable diffusion to generate high-quality images from text descriptions.
+
+Overall, ZoTI 1 was a successful initial release, and it set the stage for further developments in the ZoTI text-to-image system.
+
+#### Examples
 
 <img src="/Zode/ZoTI-1/resolve/main/images/photo-1.png">
 
@@ -44,6 +59,16 @@ The web version will be available soon, But now you can try it from `Hosted Infe
 
 <img src="/Zode/ZoTI-1/resolve/main/images/photo-3.png">
 
+## How To Use
+
+### Download
+
+To use `ZoTI Models`, install the `CKPT` file or `Safetensor` and add it to your web-ui like (`Automatic1111`,`InvokeAI`).
+
+### Web Version
+
+The web version will be available soon, But now you can try it from `Hosted Inference API`.
+
 ## Help
 
-If you found a problem contact us, Email: `zoti@zode.rf.gd`.
+If you found a problem contact us, Email: `zoti@zode.rf.gd`.