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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 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:

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)

fatih cagatay akyon's Projects

advbox icon advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

algowiki icon algowiki

Repository which contains links and resources on different topics of Computer Science.

augmented-maskrcnn icon augmented-maskrcnn

Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.

balanced-loss icon balanced-loss

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

betterchatgpt icon betterchatgpt

An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)

cips-3d icon cips-3d

3D-aware GANs based on NeRF (arXiv).

cogvlm icon cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

confplot icon confplot

Confusion Matrix in Python: Plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

craft-text-detector icon craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

ctpn.pytorch icon ctpn.pytorch

Pytorch implementation of CTPN (Detecting Text in Natural Image with Connectionist Text Proposal Network)

datefinder icon datefinder

Find dates inside text using Python and get back datetime objects

datetime icon datetime

This package provides a DateTime data type, as known from Zope. Unless you need to communicate with Zope APIs, you're probably better off using Python's built-in datetime module.

deepface icon deepface

Lightweight Facial Analysis Framework for Python Including Face Recognition and Demography (Age, Gender, Emotion and Race)

det3d icon det3d

A general purpose 3D object detection codebse.

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