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synthetic-image-generation

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AvaAvarai / DCGAN_Custom_Architecture_Builder_and_Image_Synthesizer

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DCGAN (Deep Convolutional Generative Adversarial Network) custom architecture builder and image synthesizer to specify the architecture of the generator and discriminator, visualize the models, train the GAN, synthesize images, and analyze synthetic imagery losslessly visualized.

visualization generative-adversarial-network gan dcgan parallel-coordinates generative-adversarial-networks deep-convolutional-networks synthetic-data image-synthesis synthetic-dataset-generation deep-convolutional-neural-networks parallel-coordinates-plot deep-convolutional-gan synthetic-image-generation
  • Updated Jan 2, 2025
  • Python

fatemafaria142 / ExplainableAI-PotatoGAN-Cutting-Edge-Disease-Identification-for-Potatoes

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This research introduces PotatoGANs, a novel data augmentation technique using GANs to generate synthetic potato disease images, improving model generalization in agricultural disease segmentation

deep-learning gans data-augmentation cyclegan explainable-ai gradcam inception-score resnext-101 detectron2 cnn-architectures pix2pix-gan synthetic-image-generation
  • Updated Apr 7, 2024
  • Jupyter Notebook

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