sibisiddharth8/VisionSoC
Developed VisionSoC, an advanced image upscaling model using Enhanced Super Resolution Generative Adversarial Networks (ESRGAN) with Python, leveraging frameworks such as TensorFlow and Keras. Created a comprehensive web-based application for the model using HTML, CSS, and JavaScript, and integrated the frontend with the backend using Flask.
This tool helps improve the quality of your images by making them look sharper and more detailed, especially when you need to enlarge them. You upload a lower-resolution image, and it outputs a higher-resolution, enhanced version. This is useful for anyone working with digital images, such as graphic designers, photographers, or marketers, who need to ensure their visuals are crisp and professional.
No commits in the last 6 months.
Use this if you need to upscale small or low-quality images to a larger size without losing detail, or if you want to enhance the overall visual appeal of existing images for presentations, web use, or print.
Not ideal if you're looking for advanced photo editing features beyond simple upscaling and enhancement, or if your images are already high-resolution and perfectly clear.
Stars
31
Forks
4
Language
Python
License
GPL-3.0
Category
Last pushed
Jan 23, 2025
Commits (30d)
0
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