/VisualEssence

CVMLP VisualEssence Project

Primary LanguagePython

VisualEssence

Project Structure

Below is the general project structure for CVMLP Lab's VisualEssence project. Continue reading for more information on each module involved in the project.

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├── CNN                  # Icon discriminator, classifies singular vs. icon arrangements
    ├── DataVis              # Data visualization of CNN results and input dataset
    ├── IconGeneration       # Generates convex-hull based negative samples for CNN dataset
    └── StyleClustering      # Performs k-means clustering for icon style classification
├── FeatureExtractor     # Salient word extractor, grabs 3 most salient words from input sentence
├── Generator            # Generates icon arrangement coordinates for icon triplet inputs
    └── IconGeneration       # Generates convex-hull based samples for label generation
├── data                 # Location for all datasets

Final Paper

To read the full paper, please visit this link.