fcakyon / balanced-loss

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

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about me

• Passionate about Open-Source, Large Language Models, Multi-Modal Learning
• PhD in Informatics (multi-modal video understanding)
• BSc and MSc in Engineering (sequence models & computer vision)

some of my opensource packages:

autollm

sahi

yolov5-pip

ultralyticsplus

balanced-loss

streamlit-image-comparison

video-transformers

craft-text-detector

labelme2coco

midv500

some of my published/preprint papers:

Artificial intelligence-supported web application for reducing polypharmacy side effects (Frontiers in Medicine, 2023) (5+ citations)

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

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

Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection (ICIP, 2022) (100+ citations)

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

Drone-vs-Bird Detection Challenge at IEEE AVSS2021 (AVSS, 2021) (120+ citations)

Track Boosting and Synthetic Data Aided Drone Detection (AVSS, 2021) (10+ citations)

Instagram Fake and Automated Account Detection (INISTA, 2019) (70+ citations)