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Trained Models

l1_12500

  • Description: Absolute Error (L1 / MAE)
  • Noise: ISO Noise 12500

l1_12500_vst

  • Description: Absolute Error (L1 / MAE)
  • Noise: ISO Noise 12500
  • Additional Processing: Variance Stabilizing Transform (VST)

l1x10_wgan_lpipsvgg_12500_sigmoid

  • Description: Absolute Error (L1 / MAE) x 10, GAN-Loss (WGAN), Feature-Loss (LPIPS-VGG)
  • Noise: ISO Noise 12500
  • Final Layer: Sigmoid

l1x10_wgan_lpipsvgg_12500_sigmoid_vst

  • Description: Absolute Error (L1 / MAE) x 10, GAN-Loss (WGAN), Feature-Loss (LPIPS-VGG)
  • Noise: ISO Noise 12500
  • Final Layer: Sigmoid
  • Additional Processing: Variance Stabilizing Transform (VST)

l1_semiblind_vst (in progress)

  • Description: Absolute Error (L1 / MAE)
  • Noise Factors: Variable Noise Factor (NF) = [1, 1.5]
  • ISO Noise 12500 * NF
  • AWGN * NF
  • ISO + AWGN * NF
  • Additional Processing: Variance Stabilizing Transform (VST)