Model: nazgut/Grad-CDM
Author: nazgut
Tags: image-enhancement, denoising, super-resolution, medical, art, computer-vision, diffusion, frequency-domain, dct, pytorch, dataset:zh-plus/tiny-imagenet, license:bigscience-openrail-m, model-index, region:us
Card metadata: license: bigscience-openrail-m
datasets: zh-plus/tiny-imagenet
metrics: name: MSE (Reconstruction)
type: mse
value: 0.002778, name: PSNR (Reconstruction)
type: psnr
value: 32.1
unit: dB, name: SSIM (Reconstruction)
type: ssim
value: 0.9529, name: MSE (Enhancement)
type: mse
value: 0.040256, name: PSNR (Enhancement)
type: psnr
value: 20
unit: dB, name: SSIM (Enhancement)
type: ssim
value: 0.592
tags: image-enhancement, denoising, super-resolution, medical, art, computer-vision, diffusion, frequency-domain, dct, pytorch
model-index: name: Frequency-Aware Super-Denoiser
results: task: type: image-denoising
name: Image Denoising
dataset: type: zh-plus/tiny-imagenet
name: Tiny ImageNet
metrics: type: mse
value: 0.002778
name: MSE (Reconstruction)
verified: no, type: psnr
value: 32.1
name: PSNR (Reconstruction)
verified: no, type: ssim
value: 0.9529
name: SSIM (Reconstruction)
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-07-30 19:35:18