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barisbatuhan/README.md

Hi there 👋

  • I am a Research Scientist & Engineer @ Pixery Labs and currently working on diffusion-based image & character generation and media quality enhancement.
  • In September 2022, I graduated from my M.Sc. degree @ Koç University, KUIS AI Center. I was a member of Intelligent User Interfaces lab and worked on deep detection and recognition models on drawings, comic books, cartoons and animations.

📫 Links

⚡ Projects

  • DASS-Detector: Face & body detection in drawings, comic books, cartoons, etc. Inference code can be also accessed from this link. Paper of the project can be viewed from here.

  • Comic Annotator: An annotator application implemented with Tkinter that is capable of bounding box drawing, character recognition labeling, speech bubble-face-character asssociation, and much more.

  • Multimodal Emotion Recognition in Comics

  • Face Generation In Golden Age Comics: Worked on Context-based Face Generation in Golden Age Comics (US Comics between the 1930s-1950s). The model predicts the masked face by giving consecutive comic book panels to the model with a randomly selected face masked at the last frame.

Pinned Loading

  1. DASS_Detector DASS_Detector Public

    Original Full Repository of the Paper: "Domain-Adaptive Self-Supervised Pre-training for Face & Body Detection in Drawings"

    Python 12

  2. DASS_Det_Inference DASS_Det_Inference Public

    Original Inference Repository of the Paper: "Domain-Adaptive Self-Supervised Pre-training for Face & Body Detection in Drawings"

    Python 27 3

  3. SSuperGAN SSuperGAN Public

    Self-Supervised Face Generation using Panel Context Information (SSuperGAN)

    Jupyter Notebook 6 1

  4. inzva/emotion-recognition-drawings inzva/emotion-recognition-drawings Public

    Multi-modal Emotion Recognition on Drawings Project - inzva AI Projects #7

    Jupyter Notebook 8 1

  5. ComicAnnotator ComicAnnotator Public

    An annotation tool for comics. Written in Tkinter, configured for panel, face, body, speech bubble, and narrative annotation.

    Python 2

  6. DeepJulia DeepJulia Public

    A Julia deep learning framework designed on top of the Knet framework to provide high-level functionalities.

    Julia 2 1