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SD2.1 Dehaze

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Backbone SD2.1

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Latest Update 25d ago

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SD2DehazingModel [nn.Module]

config:
  - prediction_type <- prediction_type = "v_prediction"
  - use_ema <- use_ema = True

submodules:
  - vae (AutoencoderKL.from_pretrained)
  - unet (UNet2DConditionModel.from_pretrained)
  - noise_scheduler (DDPMScheduler.from_pretrained)
  - inference_scheduler (DDIMScheduler.from_pretrained)
  - ema_unet (copy.deepcopy)

methods:
  - forward(hazy_images, clear_images, timesteps) -> encode_images, encode_images
  - encode_images(images)

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