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Restore images. These models restore and improve images by fixing defects like blur, noise, and low resolution. Key capabilities: Deblurring - Sharpen blurry images by reversing blur effects. Useful for old photos. Denoising - Remove grain and artifacts by learning noise patterns. Colorization - Add realistic color to black and white photos.
Super-resolution - Upscale images by inferring high frequency details. Allows increasing resolution without losing quality. Noise reduction - Remove artifacts and imperfections during upscaling. Results in cleaner image. Face restoration - Improve facial features and textures for more natural faces.
InstructIR achieves state-of-the-art results on several restoration tasks including image denoising, deraining, deblurring, dehazing, and (low-light) image enhancement. Image restoration is a fundamental problem that involves recovering a high-quality clean image from its degraded observation.
The (single) neural model performs all-in-one image restoration. InstructIR achieves state-of-the-art results on several restoration tasks including image denoising, deraining, deblurring, dehazing, and (low-light) image enhancement.
You could easily restore the old photos with one simple command after installation and downloading the pretrained model. For images without scratches: python run.py --input_folder [test_image_folder_path] \ --output_folder [output_path] \ --GPU 0
Background removal - Delete and replace image backgrounds. Isolate subjects onto transparent or alternate backgrounds. Guided editing - Make targeted edits to images by adding guiding information like depth maps, sketches, edge detection, human poses, or text prompts.
19 de mai. de 2024 · Microsoft's free AI effectively restores old photos with just one click, surpassing Photoshop's results. Use Replicate's catalog of AI tools to restore, colorize, and upscale old photos. Additional AI models on Replicate can further enhance and refine photos, offering endless possibilities for restoration. Photoshop has a built-in ...
28 de jul. de 2022 · A new AI tool called GFPGAN can instantly restore old damaged and faded photos in a surprisingly realistic way.
Image restoration is a long-standing low-level vision problem that aims to restore high-quality images from low-quality images (e.g., downscaled, noisy and compressed images).
Restore images. Run model. Python. JavaScript. cURL. Run stability-ai/sdxl with an API. Thousands of models contributed by our community. All the latest open-source models are on Replicate. They’re not just demos — they all actually work and have production-ready APIs. AI shouldn’t be locked up inside academic papers and demos.
