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fcakyon (fatih akyon) · GitHub

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fcakyon/README.md

Follow me for more!
        

about me

  • Spending less time writing code, more time understanding the Psychiatry of AI | my claude & codex settings & phd research skills
  • Passionate about open-source, explainable vision-language models, ai agents for dataset curation
  • PhD in Informatics (explainable vision language models & agentic knowledge distillation)
  • BSc and MSc in Engineering (sequence models & computer vision)

some of my open-source works:

phd-skills — PhD Research Skills for Claude Code based on my 1800+ citation PhD journey

claude-codex-settings

sahi

safetext

balanced-loss

streamlit-image-comparison

labelme2coco

midv500

yolov5-pip

ultralyticsplus

video-transformers

craft-text-detector

autollm

some of my published/preprint papers:

Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models (Preprint, 2026) (50+ citations)

SenBen: Sensitive Scene Graphs for Explainable Content Moderation (CVPR, 2026)

Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection (ICIP, 2022) (900+ citations)

AI-supported web application for reducing polypharmacy side effects (Frontiers in Medicine, 2023) (50+ citations)

Automated question generation and question answering from Turkish texts (SCI Journal, 2022) (30+ citations)

Evaluating generative AI tools in analyzing medical articles (JMIR, 2024) (20+ citations)

Drone-vs-Bird Detection Challenge at IEEE AVSS2021 (AVSS, 2021) (200+ citations)

Instagram Fake and Automated Account Detection (INISTA, 2019) (100+ citations)

Track Boosting and Synthetic Data Aided Drone Detection (AVSS, 2021) (40+ citations)

State-of-the-Art in Nudity Classification: A Comparative Analysis (ICASSP, 2023) (10+ citations)

Deep Architectures for Content Moderation and Movie Content Rating (Preprint) (10+ citations)

Enhancing clinical management skills through artificial intelligence simulated patients (WONCA, 2024)

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  1. claude-codex-settings claude-codex-settings Public

    Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Kimi, MiniMax and GLM API support.

    Python 1.1k 105

  2. obss/sahi obss/sahi Public

    Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

    Python 5.5k 780

  3. senben senben Public

    Official repo for CVPR26 paper "SenBen: Sensitive Scene Graphs for Explainable Content Moderation"

    7 1

  4. content-moderation-deep-learning content-moderation-deep-learning Public

    Deep learning based content moderation from text, audio, video & image input modalities.

    406 26

  5. ultralytics/lite ultralytics/lite Public

    A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek, OpenRouter, and your shell.

    TypeScript 20 3

  6. phd-skills phd-skills Public

    PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.

    Shell 373 33

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