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https://github.com/fcakyon/fcakyon


https://github.com/fcakyon/fcakyon

ai-agents claude claude-code claude-desktop medical-ai object-detection open-source profanity-detection python sahi small-object-detection

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### about me
- Spending less time writing code, more time understanding the Psychiatry of AI | [my claude & codex settings](https://github.com/fcakyon/claude-codex-settings)
- Passionate about *open-source, explainable vision-language models, ai agents for dataset curation*
- PhD in Informatics (**explainable content moderation & agentic dataset curation**)
- BSc and MSc in Engineering (**sequence models & computer vision**)

### some of my open-source works:

[claude-codex-settings](https://github.com/fcakyon/claude-codex-settings)
[![claude-codex-settings stars](https://img.shields.io/github/stars/fcakyon/claude-codex-settings?color=blueviolet)](https://github.com/fcakyon/claude-codex-settings/stargazers/)

[sahi](https://github.com/obss/sahi)
[![sahi stars](https://img.shields.io/github/stars/obss/sahi?color=blueviolet)](https://github.com/obss/sahi/stargazers/)
[![Downloads](https://pepy.tech/badge/sahi)](https://pepy.tech/project/sahi)

[safetext](https://github.com/viddexa/safetext)
[![safetext stars](https://img.shields.io/github/stars/viddexa/safetext?color=blueviolet)](https://github.com/viddexa/safetext/stargazers/)
[![Downloads](https://pepy.tech/badge/safetext)](https://pepy.tech/project/safetext)

[balanced-loss](https://github.com/fcakyon/balanced-loss)
[![balanced-loss stars](https://img.shields.io/github/stars/fcakyon/balanced-loss?color=blueviolet)](https://github.com/fcakyon/balanced-loss/stargazers/)
[![Downloads](https://pepy.tech/badge/balanced-loss)](https://pepy.tech/project/balanced-loss)

[streamlit-image-comparison](https://github.com/fcakyon/streamlit-image-comparison)
[![streamlit-image-comparison stars](https://img.shields.io/github/stars/fcakyon/streamlit-image-comparison?color=blueviolet)](https://github.com/fcakyon/streamlit-image-comparison/stargazers/)
[![Downloads](https://pepy.tech/badge/streamlit-image-comparison)](https://pepy.tech/project/streamlit-image-comparison)

[labelme2coco](https://github.com/fcakyon/labelme2coco)
[![labelme2coco stars](https://img.shields.io/github/stars/fcakyon/labelme2coco?color=blueviolet)](https://github.com/fcakyon/labelme2coco/stargazers/)
[![Downloads](https://pepy.tech/badge/labelme2coco)](https://pepy.tech/project/labelme2coco)

[midv500](https://github.com/fcakyon/midv500)
[![midv500 stars](https://img.shields.io/github/stars/fcakyon/midv500?color=blueviolet)](https://github.com/fcakyon/midv500/stargazers/)
[![Downloads](https://pepy.tech/badge/midv500)](https://pepy.tech/project/midv500)

[yolov5-pip](https://github.com/fcakyon/yolov5-pip)
[![yolov5 stars](https://img.shields.io/github/stars/fcakyon/yolov5-pip?color=blueviolet)](https://github.com/fcakyon/yolov5-pip/stargazers/)
[![Downloads](https://pepy.tech/badge/yolov5)](https://pepy.tech/project/yolov5)

[ultralyticsplus](https://github.com/fcakyon/ultralyticsplus)
[![ultralyticsplus stars](https://img.shields.io/github/stars/fcakyon/ultralyticsplus?color=blueviolet)](https://github.com/fcakyon/ultralyticsplus/stargazers/)
[![Downloads](https://pepy.tech/badge/ultralyticsplus)](https://pepy.tech/project/ultralyticsplus)

[video-transformers](https://github.com/fcakyon/video-transformers)
[![video-transformers stars](https://img.shields.io/github/stars/fcakyon/video-transformers?color=blueviolet)](https://github.com/fcakyon/video-transformers/stargazers/)
[![Downloads](https://pepy.tech/badge/video-transformers)](https://pepy.tech/project/video-transformers)

[craft-text-detector](https://github.com/fcakyon/craft-text-detector)
[![craft stars](https://img.shields.io/github/stars/fcakyon/craft-text-detector?color=blueviolet)](https://github.com/fcakyon/craft-text-detector/stargazers/)
[![Downloads](https://pepy.tech/badge/craft-text-detector)](https://pepy.tech/project/craft-text-detector)

[autollm](https://github.com/safevideo/autollm)
[![autollm stars](https://img.shields.io/github/stars/safevideo/autollm?color=blueviolet)](https://github.com/safevideo/autollm/stargazers/)
[![Downloads](https://pepy.tech/badge/autollm)](https://pepy.tech/project/autollm)

### some of my published/preprint papers:

[Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection](https://ieeexplore.ieee.org/document/9897990) (ICIP, 2022) **(600+ citations)**

[AI-supported web application for reducing polypharmacy side effects](https://www.frontiersin.org/articles/10.3389/fmed.2023.1029198/full) (Frontiers in Medicine, 2023) **(40+ citations)**

[Automated question generation and question answering from Turkish texts](https://journals.tubitak.gov.tr/elektrik/vol30/iss5/17/) (SCI Journal, 2022) **(20+ citations)**

[Evaluating generative AI tools in analyzing medical articles](https://medinform.jmir.org/2024/1/e59258) (JMIR, 2024) **(10+ citations)**

[Drone-vs-Bird Detection Challenge at IEEE AVSS2021](https://ieeexplore.ieee.org/abstract/document/9663844) (AVSS, 2021) **(200+ citations)**

[Instagram Fake and Automated Account Detection](https://ieeexplore.ieee.org/abstract/document/8946437) (INISTA, 2019) **(100+ citations)**

[Track Boosting and Synthetic Data Aided Drone Detection](https://ieeexplore.ieee.org/abstract/document/9663759) (AVSS, 2021) **(30+ citations)**

[State-of-the-Art in Nudity Classification: A Comparative Analysis](https://ieeexplore.ieee.org/document/10193621) (ICASSP, 2023) **(10+ citations)**

[Deep Architectures for Content Moderation and Movie Content Rating](https://arxiv.org/abs/2212.04533) (Preprint) **(10+ citations)**

[Enhancing clinical management skills through artificial intelligence simulated patients](https://myaipatient.com) (WONCA, 2024)