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AI Image Enhancement: AI Super-Resolution & Image Restoration
AI Super-Resolution & Image Restoration
We applied super-resolution, denoising and restoration methods using generative and computer-vision techniques to improve low-quality images for analytical and visual work.
The Challenge
What stood in the way.
Low-quality imagery limits how useful images are in analytical and visual workflows.
Noise
Noise obscures what is in the image.
Damage and degradation
Degraded images need restoring before they can be used.
Our Solution
How we answered it.
We applied super-resolution, denoising and restoration methods using generative and computer-vision techniques, including GANs and diffusion models.
- ProblemImages lacked resolution.Our answerWe applied super-resolution methods.
- ProblemNoise reduced usability.Our answerWe applied denoising techniques.
- ProblemSome images were degraded.Our answerWe used GANs and diffusion models for restoration.
How It Works
The parts that made the difference.
Super-resolution
Images are upscaled to recover detail.
Denoising
Noise is removed from images.
Restoration
Degraded images are restored using generative techniques.
Results
What changed for the client.
The work improves the visual quality of low-quality images.
- Improved visual quality through enhancement and restoration
- Super-resolution and denoising applied to low-quality images
- Generative restoration with GANs and diffusion models
Technology
What it was built with.
Part of our AI and machine learning work.
- TensorFlow
- PyTorch
- GANs
- Diffusion Models
- OpenCV
More Work Like This
Related projects.
Let’s Talk
The next big thing starts with a conversation.
An idea, a challenge, a “what if”. Tell us what you have in mind, and we’ll figure out the next step together.
What happens next
- Share your ideaSend the form or book a call, whichever suits you.
- Discovery callWe talk through your goals, timeline and scope.
- A clear proposalA fixed price or monthly rate before any work begins.
- info@technomous.com
- Phone
- +92 333 0440459
- Chat on WhatsApp