Image Upscaler
Upscale and enlarge images to higher resolutions without the blurriness that usually comes from simple stretching. The upscaler uses interpolation algorithms to fill in new pixel data intelligently — increasing dimensions while keeping edges sharp. Supports 2x and 4x scale factors for JPG, PNG, and WebP images. All processing runs in your browser.
How to Use Image Upscaler
- 1
Upload your image
Click the upload area or drag and drop a JPG, PNG, or WebP image. The original dimensions are displayed so you can see the starting resolution.
- 2
Choose a scale factor
Select 2x to double the dimensions, or 4x to quadruple them. A 400×300 image becomes 800×600 at 2x or 1600×1200 at 4x.
- 3
Choose output format
Select JPG, PNG, or WebP for the upscaled output. Use PNG for lossless upscaling, or JPG/WebP for smaller file sizes.
- 4
Upscale
Click the Upscale button. The browser applies the interpolation algorithm to the image, generating new pixel data at the larger dimensions.
- 5
Download
Preview the upscaled result and download it. Compare with the original to check edge sharpness and overall quality.
When to Use This Tool
Quick Reference
About Image Upscaler
The AI Image Upscaler enlarges images by 2× or 4× while preserving and enhancing detail using a super-resolution neural network. Standard resizing blurs images when upscaling — this tool uses AI to reconstruct realistic high-frequency detail (edges, textures, sharpness) that standard interpolation cannot generate, producing enlarged images that look genuinely higher resolution rather than simply stretched.
AI upscaling is useful for:
- Enlarging small product images for print use when no high-resolution source is available
- Enhancing old, low-resolution digital photos taken on early digital cameras
- Upscaling game screenshots or digital art for large-format display
- Improving thumbnail images that need to be displayed at larger sizes
- Restoring clarity to images that were aggressively compressed at low resolution
The upscaling model is a Real-ESRGAN (Enhanced Super-Resolution Generative Adversarial Network) variant trained specifically for photographic and illustrated content. It processes images in overlapping tiles to handle large inputs, with each tile processed through a deep residual network that learns the mapping from low-resolution to high-resolution patches based on millions of training image pairs. The GAN discriminator during training ensures output textures look realistic rather than smooth and artificial — which is the key difference from simple upscaling.
Input formats: JPG, PNG, WebP. Upscale factors: 2× (doubles dimensions) or 4× (quadruples dimensions). Models: Photo (for photographic images), Illustration (for anime, art, graphics). Maximum input: 5 MB / 2000×2000px. Output format: PNG. Processing time: 10–60 seconds depending on image size.
Upscaling runs on our GPU-accelerated server. Images are transmitted over HTTPS and immediately deleted after the upscaled result is returned — typically within 30 seconds. No images are stored or used for model training. For the best upscaling results, start with the highest-quality version of the image you have — removing JPEG artifacts with the Image Enhancer before upscaling produces cleaner results.
Pro Tips for Image Upscaler
Compress the input to remove JPEG artifacts before upscaling — clean pixels upscale better than noisy, artifact-laden ones, and the AI will reconstruct sharper detail from a cleaner source.
For text or logos, use the 2× scale rather than 4× — text sharpness is near-perfect at 2× and the file size increase at 4× is rarely justified for vector-style content.
After upscaling, apply a slight sharpening pass using the Image Enhancer — AI upscaling can occasionally produce slightly soft edges that benefit from a final sharpening step.
The Illustration model works dramatically better on anime, cartoon, and flat-design graphics than the Photo model — always choose the correct model for your content type.
Frequently Asked Questions
Related Image Tools
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