Become a sponsor to fatih c. akyon
Maintaining my open-source packages takes a huge amount of time.
More sponsors = More motivation π
π§ about me
- Passionate about Machine Learning/Deep Learning, Computer Vision
- Ph.D. cand. in Informatics (multi-modal video understanding), BSc and Msc. in Engineering (deep learning/computer vision)
- Loving research (π 200+ citations) and open source (π 2 million+ downloads)
π₯ some of my opensource works:
A lightweight vision library for performing large scale object detection/ instance segmentation:
Packaged version of ultralytics/yolov5 + many extra utilities:
Deep learning based content moderation from text, audio, video & image input modalities:
Easiest way of fine-tuning HuggingFace video classification models:
Easy-to-use, class-balanced, cross-entropy and focal loss implementation for Pytorch:
A simple Streamlit Component to compare images with a slider in Streamlit apps:
Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector:
Make your own dataset for object detection and transform the format to coco json format:
π some of my published/submitted papers:
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Deep Architectures for Content Moderation and Movie Content Rating
(Preprint) -
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection
(Accepted at ICIP 2022) -
Drone-vs-Bird Detection Challenge at IEEE AVSS2021
(Published at AVSS 2021) -
Track Boosting and Synthetic Data Aided Drone Detection
(Published at AVSS 2021) -
Automated question generation and question answering from Turkish texts
(Accepted at SCI Journal, 2022) -
Instagram Fake and Automated Account Detection
(Published at INISTA 2019)
2 sponsors have funded fcakyonβs work.
Featured work
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fcakyon/content-moderation-deep-learning
Deep learning based content moderation from text, audio, video & image input modalities.
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fcakyon/yolov5-pip
Packaged version of ultralytics/yolov5 + many extra features
Python 290 -
fcakyon/small-object-detection-benchmark
icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
Python 160 -
fcakyon/streamlit-image-comparison
Image comparison slider component for Streamlit
Python 224 -
fcakyon/balanced-loss
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
Python 89