Image Enhance

Image Enhance upscales and improves your images using AI-powered super-resolution technology. Transform low-quality photos into crisp, detailed images ready for any use case.

5 Enhancement Modes: From super-resolution upscaling to noise reduction and compression artifact removal - choose the right enhancement for your specific image quality issues.

What is Image Enhance?

Image Enhance uses the SwinIR AI model to intelligently upscale and improve image quality. Whether you have a low-resolution product photo or a compressed image with artifacts, AI can restore and enhance it to professional quality.

Key Features

Feature	Specification
Processing Time	20-40 seconds
Enhancement Modes	5 options
Output Format	PNG
Credit Cost	50 credits (fixed)
Max File Size	10MB

Interface Overview

Two-Column Layout


┌──────────────────────────────────────────────────────────────────────────────┐
│                                                                              │
│  ┌────────────────────────────────┐  ┌────────────────────────────────────┐  │
│  │                                │  │                                    │  │
│  │      Image Upload Area         │  │      Enhancement Settings          │  │
│  │                                │  │                                    │  │
│  │  ┌──────────────────────────┐  │  │  Task Type                         │  │
│  │  │                          │  │  │  ┌──────────────────────────────┐  │  │
│  │  │   📁 Drag & drop         │  │  │  │ Real-World Image             │  │  │
│  │  │      your image          │  │  │  │ Super-Resolution-Large ▼     │  │  │
│  │  │                          │  │  │  └──────────────────────────────┘  │  │
│  │  │   PNG, JPG, WEBP         │  │  │                                    │  │
│  │  │   Max 10MB               │  │  │  ───────────────────────────────   │  │
│  │  │                          │  │  │                                    │  │
│  │  └──────────────────────────┘  │  │  Selected: Super-Resolution-Large  │  │
│  │                                │  │  Best for product photos and       │  │
│  │                                │  │  general upscaling needs.          │  │
│  │                                │  │                                    │  │
│  │                                │  │  ───────────────────────────────   │  │
│  │                                │  │                                    │  │
│  │                                │  │  💰 50 credits                     │  │
│  │                                │  │                                    │  │
│  │                                │  │  [🔍 Enhance Image]                │  │
│  │                                │  │                                    │  │
│  └────────────────────────────────┘  └────────────────────────────────────┘  │
│                                                                              │
└──────────────────────────────────────────────────────────────────────────────┘

Enhancement Modes

5 Task Types

Mode	Best For	Description
Real-World Super-Resolution-Large	Product photos	Maximum upscaling for real photos
Real-World Super-Resolution-Medium	Balanced quality	Moderate upscaling, faster
Grayscale Image Denoising	B&W photos	Removes noise from grayscale images
Color Image Denoising	Noisy color photos	Removes noise while preserving color
JPEG Compression Artifact Reduction	Compressed images	Removes JPEG artifacts

Mode Details

Real-World Super-Resolution-Large


Best for:
✅ Product photography
✅ Low-resolution catalog images
✅ Smartphone photos
✅ Scanned images
✅ Maximum quality upscaling

Result: Significantly larger, sharper image

Real-World Super-Resolution-Medium


Best for:
✅ Quick upscaling needs
✅ Moderate quality improvement
✅ Faster processing time
✅ When Large is too aggressive

Result: Balanced upscaling with good quality

Grayscale Image Denoising


Best for:
✅ Black and white photos
✅ Scanned documents
✅ Vintage image restoration
✅ Grayscale product shots

Result: Clean, noise-free grayscale image

Color Image Denoising


Best for:
✅ Noisy smartphone photos
✅ Low-light photography
✅ High-ISO images
✅ Grainy color photos

Result: Smooth, clean color image

JPEG Compression Artifact Reduction


Best for:
✅ Over-compressed JPEGs
✅ Downloaded web images
✅ Multiple-save artifacts
✅ Blocky/pixelated images

Result: Cleaner image without compression artifacts

Processing Flow

Generation Progress


┌──────────────────────────────────────────────────────────────────────────────┐
│                                                                              │
│                      🔍 Enhancing Image                                      │
│                                                                              │
│     ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓░░░░░░░░░░░░░░░░░░  50%                          │
│                                                                              │
│     ✅ Analyzing image quality                                               │
│     ✅ Detecting details and textures                                        │
│     🔄 Enhancing resolution                                                  │
│     ⏳ Sharpening edges                                                      │
│     ⏳ Refining colors                                                       │
│     ⏳ Applying AI enhancements                                              │
│     ⏳ Finalizing output                                                     │
│     ⏳ Almost ready                                                          │
│                                                                              │
│                    "Enhancing resolution..."                                 │
│                                                                              │
└──────────────────────────────────────────────────────────────────────────────┘

Processing Stages

Stage	Description
Analyzing image quality	AI assesses current quality
Detecting details and textures	Identifies enhancement areas
Enhancing resolution	Applies super-resolution
Sharpening edges	Improves edge definition
Refining colors	Optimizes color quality
Applying AI enhancements	Final AI processing
Finalizing output	Prepares final image
Almost ready	Generating output file

Results

Before/After Comparison


┌──────────────────────────────────────────────────────────────────────────────┐
│                                                                              │
│  ✅ Image Enhanced Successfully!                                             │
│                                                                              │
│  ┌─────────────────────────┬─────────────────────────┐                       │
│  │                         │                         │                       │
│  │        BEFORE           │         AFTER           │                       │
│  │                         │                         │                       │
│  │    Low-res, blurry      │     High-res, sharp     │                       │
│  │    small details        │     clear details       │                       │
│  │                         │                         │                       │
│  │                       ◄─┼─►                       │                       │
│  │                         │                         │                       │
│  └─────────────────────────┴─────────────────────────┘                       │
│                                                                              │
│     [⬇️ Download PNG]   [🔗 Share]   [🔄 Try Different]   [↩️ Start Over]    │
│                                                                              │
└──────────────────────────────────────────────────────────────────────────────┘

Credit Cost

Fixed Pricing

Task Type	Cost
All modes	50 credits

Image Enhance has a simple, fixed cost regardless of which enhancement mode you choose.

Cost Examples

Scenario	Images	Total Credits
Product catalog upscale	20	1,000 credits
Portfolio enhancement	50	2,500 credits
Archive restoration	100	5,000 credits

Credit Policy

⚠️

Important: Credits are deducted when generation starts. All credit purchases are final and non-refundable. For platform errors, credits may be restored at ecomVance’s discretion. See Pricing & Credits for full details.

Best Practices

Choosing the Right Mode

Your Image Problem	Recommended Mode
Low resolution	Super-Resolution-Large
Slightly low res	Super-Resolution-Medium
Noisy B&W photo	Grayscale Denoising
Noisy color photo	Color Denoising
JPEG artifacts	Compression Artifact Reduction

Input Quality Tips

Do ✅	Don’t ❌
Use original files when possible	Over-compressed sources
Higher resolution = better results	Extremely tiny images
Good lighting helps	Very dark images
Clear subject	Motion blur (can’t fix)

Realistic Expectations


What AI CAN do:
✅ Upscale resolution significantly
✅ Sharpen soft details
✅ Remove noise and grain
✅ Reduce compression artifacts
✅ Enhance overall clarity

What AI CAN'T do:
❌ Create detail that doesn't exist
❌ Fix severe motion blur
❌ Recover completely black/white areas
❌ Fix out-of-focus images perfectly

Use Cases

E-commerce Product Images


Scenario: Old product photos at 500px
Mode: Super-Resolution-Large
Result: Upscaled to 2000px+ with detail
Use: High-quality product pages
Cost: 50 credits


Scenario: Low-res images from phone
Mode: Super-Resolution-Medium
Result: Crisp images for Instagram
Use: Social media posts
Cost: 50 credits

Print Materials


Scenario: Web images for print catalog
Mode: Super-Resolution-Large
Result: Print-ready resolution
Use: Brochures, catalogs
Cost: 50 credits

Image Archive Restoration


Scenario: Old compressed images
Mode: JPEG Artifact Reduction
Result: Clean, artifact-free images
Use: Refreshed catalog
Cost: 50 credits

Technical Specifications

AI Model

Specification	Detail
Model	SwinIR (jingyunliang/swinir)
Architecture	Swin Transformer
Provider	Replicate
Processing	Cloud-based
Runtime	60 seconds max

Output Quality

Aspect	Quality
Upscale Factor	2x-4x depending on input
Detail Preservation	AI-enhanced
Color Accuracy	Maintained
Output Format	PNG (lossless)

Mode Comparison

Super-Resolution Modes

Aspect	Large	Medium
Upscale Amount	Maximum	Moderate
Processing Time	Longer	Faster
Best Quality	✅	Good
Recommended	Most cases	Quick needs

Denoising Modes

Aspect	Grayscale	Color
Image Type	B&W only	Color photos
Noise Removal	Excellent	Excellent
Color Handling	N/A	Preserved
Use Case	Documents, B&W	Noisy photos

Artifact Reduction

Aspect	JPEG Mode
Target	Compression artifacts
Block Removal	✅
Edge Smoothing	✅
Detail Recovery	Limited

Workflow Integration

With Background Removal


Step 1: Image Enhance
→ Upscale low-res product photo

Step 2: Background Removal
→ Remove background from enhanced image

With Product Placement


Step 1: Image Enhance
→ Improve product image quality

Step 2: Product Placement
→ Place in lifestyle scene

With Object Removal


Step 1: Object Removal
→ Remove unwanted elements

Step 2: Image Enhance
→ Upscale final result

Common Questions

Which mode should I use?


Product photos → Super-Resolution-Large
Quick fixes → Super-Resolution-Medium
Noisy photos → Color Image Denoising
Old JPEGs → JPEG Artifact Reduction
B&W scans → Grayscale Denoising

Can I enhance multiple times?

Yes, but diminishing returns apply. One good enhancement is usually better than multiple passes.

Why PNG output only?

PNG preserves maximum quality without compression. You can convert to JPG after if needed.

How much larger will my image be?

Typically 2x-4x depending on the original size and quality. Very small images may see larger increases.

Troubleshooting

Common Issues

Result looks artificial

Try Super-Resolution-Medium instead
Original may be too low quality
Some artifacts are expected with extreme upscaling

Colors look different

Use Color Denoising for color issues
Check original color accuracy
Output is PNG, may display differently

Still seeing noise

Use dedicated Denoising mode
Multiple passes may help
Very heavy noise has limits

Processing taking long

Large images take longer
Super-Resolution-Large is most intensive
Try Medium for faster results

Limitations

What Enhancement Can’t Fix

Issue	Can Fix?
Low resolution	✅ Yes
Noise/grain	✅ Yes
JPEG artifacts	✅ Yes
Motion blur	❌ No
Out of focus	⚠️ Limited
Missing data	❌ No
Heavy corruption	❌ No

⚠️

Start with Quality: Enhancement works best on reasonably good source images. It enhances what’s there - it can’t create what isn’t.

Next Steps

Description Generator →← Object Removal

💡

Batch Enhancement Needed? Contact hello@ecomvance.ai for bulk processing options and enterprise pricing.