I will build a custom image enhancement or super resolution model in pytorch

J
jhsumit
J
jhsumit
Sumit J
build a custom image enhancement or super resolution model in pytorch
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build a custom image enhancement or super resolution model in pytorch
Full Screen
build a custom image enhancement or super resolution model in pytorchbuild a custom image enhancement or super resolution model in pytorch

About this gig

I'll build a production-ready image enhancement solution using state-of-the-art deep learning models (Real-ESRGAN, GFPGAN).


I have a PhD in Computer Vision and 5 years of experience at Samsung Research America where I built super resolution and diffusion-based image restoration systems.


What I deliver:

Working PyTorch model (pre-trained or integrated into your pipeline)

Clean inference script you can run immediately

FastAPI endpoint (Standard and Premium)

Before/after image comparison with PSNR/SSIM metrics (Premium)


Live demo of my work: huggingface.co/spaces/sumitjh/image-super-resolution


Message me before ordering to discuss your specific use case.

  • AI engine

    • Stable diffusion
    • Generative adversarial networks (GANs)
    • PyTorch

  • Programming language

    • Python

Get to know Sumit J

Sumit J

Computer Vision Engineer

  • FromUnited States
  • Member sinceMay 2026

  • Languages

    English, Nepali, Hindi
I am a Computer Vision Engineer. I completed my PhD at The University of Texas at Dallas. My area of interest lies in Multimodal Interaction, Computer Vision and Image Processing.

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