cyto_dl.models.im2im package

Subpackages

• cyto_dl.models.im2im.utils package
  • Subpackages
    • cyto_dl.models.im2im.utils.postprocessing package
      • Submodules
  • Submodules
    • cyto_dl.models.im2im.utils.inferers module
      • EmbeddingPatchInferer
      • EmbeddingPatchMerger
    • cyto_dl.models.im2im.utils.instance_seg module
      • InstanceSegCluster
      • InstanceSegLoss
      • InstanceSegPreprocessd
      • InstanceSegRandFlipd
      • pad_slice()
    • cyto_dl.models.im2im.utils.noise_annealer module
      • NoiseAnnealer

Submodules

• cyto_dl.models.im2im.diffusion_autoencoder module
  • DiffusionAutoEncoder
    • DiffusionAutoEncoder.configure_optimizers()
    • DiffusionAutoEncoder.encode_image()
    • DiffusionAutoEncoder.forward()
    • DiffusionAutoEncoder.generate_from_latent()
    • DiffusionAutoEncoder.model_step()
    • DiffusionAutoEncoder.predict_step()
    • DiffusionAutoEncoder.save_example()
    • DiffusionAutoEncoder.validation_step()
  • inverted_cosine_beta_schedule()
• cyto_dl.models.im2im.gan module
  • GAN
    • GAN.configure_optimizers()
    • GAN.model_step()
    • GAN.predict_step()
• cyto_dl.models.im2im.multi_task module
  • MultiTaskIm2Im
    • MultiTaskIm2Im.configure_optimizers()
    • MultiTaskIm2Im.forward()
    • MultiTaskIm2Im.get_n_postprocess_image()
    • MultiTaskIm2Im.get_per_head()
    • MultiTaskIm2Im.model_step()
    • MultiTaskIm2Im.predict_step()
    • MultiTaskIm2Im.run_forward()
    • MultiTaskIm2Im.test_step()
    • MultiTaskIm2Im.training_step()
    • MultiTaskIm2Im.validation_step()