GitHub - ALZ112/Satellite-Map-to-Road-View-Map-Conversion-using-Pix2Pix-GAN: This project leverages a Generative Adversarial Network (GAN) to convert satellite images into detailed map representations using a U-Net-based generator and a PatchGAN discriminator. The dual-objective optimization with adversarial and L1 loss ensures high-quality map generation.

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This project leverages a Generative Adversarial Network (GAN) to convert satellite images into detailed map representations using a U-Net-based generator and a PatchGAN discriminator. The dual-objective optimization with adversarial and L1 loss ensures high-quality map generation.

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Name		Name	Last commit message	Last commit date
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Modified_codes		Modified_codes
FINAL_REPORT.pdf		FINAL_REPORT.pdf
satellite_image_to_default_image.ipynb		satellite_image_to_default_image.ipynb