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README.md

Dataset Overview

01-Raw-Data

The 01-Raw-Data folder should contain the original downloaded datasets:

  • Synthia: Synthetic urban driving dataset with semantic annotations. Download from the official source.
  • Cityscapes: Real-world urban driving dataset with semantic annotations. Requires signing a license agreement before download.

02-Extracted-Data

The 02-Extracted-Data folder contains the processed .png images used for training:

  • For both Synthia and Cityscapes, only the first 5,000 RGB images were extracted.
    • Synthia: RGB/0-4999 from the original subdirectory.
    • Cityscapes: 0-4999 from the raw dataset.

The images were then preprocessed and fed into the training pipeline as described in the code. This preprocessing ensures consistent sizing, normalization, and batching for GAN training.