{"repo":"g4m3r0/ImageUpscaler","free":true,"listed":false,"github":"https://github.com/g4m3r0/ImageUpscaler","clone":"git clone https://github.com/g4m3r0/ImageUpscaler.git","description":"Elevate your low-res images effortlessly with our simple Flask web app powered by AI image upscaling.","language":"HTML","stars":128,"topics":["flask","image-upload-tool","image-upscaling","webapp","tensorflow","tensorflow2"],"license":"MIT","category":"machine-learning","readme_excerpt":"ImageUpscaler Transform your low-resolution images into stunning high-quality masterpieces (4x upscaling) with ease using our Flask web application. Powered by AI image upscaling technology, it effortlessly enhances the details and sharpness of your images. Elevate your visual content and impress your audience with every click. Features 4x Upscaling: Increase the resolution of your images by a factor of four. AI-Powered: Utilizes a pre-trained ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks) model for high-quality results. Web-Based Interface: Easy-to-use web interface for uploading and enhancing images. Fast and Efficient: Quickly process your images and see the results in seconds. How It Works This application is built with Flask , a lightweight web framework for Python. When you upload an image, it's processed by a pre-trained ESRGAN model loaded via TensorFlow Hub . The model upscales the image, and the enhanced version is then displayed back to you in the browser. Installation and Usage To run this application on your local machine, please follow these steps: 1. Clone the repository: 2. Create a virtual environment: 3. Install the dependencies: 4. Run the application: 5. Open your web browser and navigate to http://127.0.0.1:5000 to use the application. Dependencies The project's dependencies are listed in the requirements.txt file and include: Flask Pillow numpy tensorflow keras protobuf opencv python tensorflow hub Contributing Contributions are welco","default_branch":null,"files":null,"tree":[],"storefront":"/r/g4m3r0","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/g4m3r0/ImageUpscaler/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}