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574 followers · 62 following

Achievements

Achievement: Starstruckx4Achievement: Pull Sharkx4Achievement: Galaxy Brainx2Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Starstruckx4Achievement: Pull Sharkx4Achievement: Galaxy Brainx2Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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Organizations

@ultralytics

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fcakyon/README.md

Follow me for more!
        

about me

  • Passionate about open-source, vision-language alignment, multi-modal learning
  • PhD in Informatics (continiual learning in vision-language models)
  • BSc and MSc in Engineering (sequence models & computer vision)

some of my opensource packages:

autollm autollm stars Downloads

sahi sahi stars Downloads

yolov5-pip yolov5 stars Downloads

ultralyticsplus ultralyticsplus stars Downloads

balanced-loss balanced-loss stars Downloads

streamlit-image-comparison streamlit-image-comparison stars Downloads

video-transformers video-transformers stars Downloads

craft-text-detector craft stars Downloads

labelme2coco labelme2coco stars Downloads

midv500 midv500 stars Downloads

some of my published/preprint papers:

Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection (ICIP, 2022) (200+ citations)

Drone-vs-Bird Detection Challenge at IEEE AVSS2021 (AVSS, 2021) (150+ citations)

Artificial intelligence-supported web application for reducing polypharmacy side effects (Frontiers in Medicine, 2023) (20+ citations)

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

Track Boosting and Synthetic Data Aided Drone Detection (AVSS, 2021) (20+ citations)

State-of-the-Art in Nudity Classification: A Comparative Analysis (ICASSP, 2023) (demo coming soon ...)

Deep Architectures for Content Moderation and Movie Content Rating (Preprint) (5+ citations)

Automated question generation and question answering from Turkish texts (SCI Journal, 2022) (10+ citations)

Evaluating generative AI tools in analyzing medical articles: a comparative study (Journal of Medical Internet Research, 2024)

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

Pinned Loading

  1. content-moderation-deep-learning content-moderation-deep-learning Public

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

    314 18

  2. obss/sahi obss/sahi Public

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

    Python 4.1k 594

  3. streamlit-image-comparison streamlit-image-comparison Public

    Image comparison slider component for Streamlit

    Python 229 26

  4. small-object-detection-benchmark small-object-detection-benchmark Public

    icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

    Python 163 23

  5. ultralyticsplus ultralyticsplus Public

    Huggingface utilities for Ultralytics/YOLOv8

    Python 80 11

  6. obss/turkish-question-generation obss/turkish-question-generation Public

    Automated question generation and question answering from Turkish texts using text-to-text transformers

    Python 44 3