fatih c. akyon

building @safevideo, ai advisor @ultralytics

Ecosystems: Python, Linux, Flask, Amazon Web Services, Tensorflow, PyTorch, Windows, Jupyter Notebook, OpenCV, macOS, Streamlit, MkDocs

Projects

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Python - Released: 18 May 2020 - 47,060

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Python - Released: 11 Sep 2022 - 23,019

sahi

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

Python - Released: 30 Jan 2021 - 3,585

yolov5-pip

Packaged version of ultralytics/yolov5 + many extra features

Python - Released: 10 Feb 2021 - 289

streamlit-image-comparison

Image comparison slider component for Streamlit

Python - Released: 24 Nov 2021 - 219

pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

Python - Released: 30 Apr 2022 - 145

small-object-detection-benchmark

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

Python - Released: 19 Dec 2021 - 154

video-transformers

Easiest way of fine-tuning HuggingFace video classification models

Python - Released: 12 Aug 2022 - 131

balanced-loss

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

Python - Released: 21 Jul 2022 - 87

ultralyticsplus

Huggingface utilities for Ultralytics/YOLOv8

Python - Released: 09 Jan 2023 - 72

instafake-dataset

Dataset for Intagram Fake and Automated Account Detection

Python - Released: 12 Sep 2019 - 45

mkdocs

MkDocs plugin for Ultralytics Docs at https://docs.ultralytics.com

Python - Released: 08 May 2023 - 9

face-recognition-app-tutorial

A face recognition web app powered by Facenet model using Flask, OpenCV, Heroku

HTML - Released: 07 Feb 2020 - 35

mmdetection-object-tracker

A lightweight script for performing Kalman filter based object tracking using MMDetection models.

Python - Released: 23 Jun 2021 - 22

confplot

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

Python - Released: 25 May 2020 - 11

face-detection-app-tutorial

A face detection web app powered by SSD face detecctor using Flask, OpenCV, Heroku

Jupyter Notebook - Released: 17 Nov 2019 - 7

yolov5-to-supervisely

Use your yolov5 predictions as supervisely annotations

Python - Released: 15 Sep 2022 - 4