vision.AI

Redefining Image Resolution Through Upscaling

Comment

vision.AI

Github Link:https://github.com/deepraj21/vision.AI

The ultimate ecosystem of apps, plugins & resources for all creators, powered by artificial intelligence.

In this project, we are building a web application that allows users to upload images and apply various processing techniques using the ClipDrop API. The main features of the application include:

  1. Image Upload: Users can upload images in JPEG or JPG format. They have the option to either select an image using the traditional file input or drag and drop the image onto a designated drop zone.

  2. Processing Options: The application provides multiple processing options:
    - Inpainting
    - Reimagine
    - Sketch to image
    - Remove Background
    - Image upscaling
    - Text to Image
    - Portrait Depth Estimation
    - Portrait Surface Normals

3.API Integration: The application uses the ClipDrop API to perform image processing tasks. It communicates with the API to send images, receive processed images, and handle errors.

4.Displaying Results: After processing an image, the application displays the processed result on the same page. Users can see the depth map, normal map, or text-generated image depending on the processing option chosen.

5.Styling and Layout: The user interface is designed with a modern an user-friendly approach. It incorporates responsive design using Bootstrap, ensuring that the application looks good and functions well on various screen sizes.

6.Error Handling: The application handles errors that may occur during image processing or API interactions, providing feedback to the user if something goes wrong.

7.File Management: The uploaded images and processed results are saved in the static folder of the application, allowing users to download them.

By combining Flask for backend functionality, HTML for front-end structure, and CSS for styling,we create a complete web application that offers image processing capabilities through the ClipDrop API. Users can easily upload images,choose processing options, view results, and download the processed images.

How to Use :

⚠️CLIPDROP API is only for Development. It will not work in Production.⚠️

git clone https://github.com/deepraj21/vision.AI cd vision.AI pip install -r requirements.txt flask run

Share this project:

Updates