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Hi there 👋

I am a PhD Student @ KUIS AI - IUI labs and currently working 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.

Barış Batuhan Topal's Projects

activity-recognizer icon activity-recognizer

A 3D skeleton tracking and activity recognition project using Intel Realsense camera and Cubemos API.

centrality_project icon centrality_project

CS 406 Project for Parallelizing Centrality Measurements: Degree 1&2, Closeness and Betweenness Centralities

comicannotator icon comicannotator

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

dass_det_inference icon dass_det_inference

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

dass_detector icon dass_detector

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

deepjulia icon deepjulia

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

facedetector icon facedetector

A face detector model for both real-life and comic images based on RetinaFace model.

graph_coloring_with_rl icon graph_coloring_with_rl

Reinforcement learning algorithm that deals with an accurate solution for graph coloring problems

retinaface icon retinaface

An Unofficial Implementation of the Paper "Context-Aware Attention Network for Image-Text Retrieval" in Julia Programming Language

ssupergan icon ssupergan

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

undergrad_projects icon undergrad_projects

Compilation of homeworks and projects I implemented during my university years.

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