Image Enhancement POC
Image Upscaling
Original Image
Real-ESRGAN (4x)
UltraSharp (4x)
RealWebPhoto (4x)
Note: This compares 3 different models for 4x image upscaling.
• Real-ESRGAN: General purpose upscaler with good photo quality
• UltraSharp: General image sharpener and detail enhancer
• RealWebPhoto: Photography restoration for JPEG/WEBP compression removal
This is a proof of concept for image upscaling using ONNX runtime with WebGPU.
Models: Real-ESRGAN, UltraSharp, RealWebPhoto
Object Removal
Original Image
Draw Mask Over Objects to Remove
Processed Image
Instructions:
1. Upload an image
2. Draw a mask over the object you want to remove
3. Click "Remove Object" to process the image
4. Download the result if you're satisfied
This is a proof of concept for object removal using ONNX runtime with mask drawing.
Model: migan_pipeline_v2.onnx