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sumepr's Projects

django-rest-pandas icon django-rest-pandas

πŸ“ŠπŸ“ˆ Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)

drowsiness-detection-using-facial-images icon drowsiness-detection-using-facial-images

The project focuses on the drowsiness of IT employees, drivers, pilots, crane operators, student etc. These people need a system which can alert them, and others when they start taking a nap. A nap during work is quite important, but can also be dangerous for some types of work. So it is quite sensible to create a system which can detect drowsiness. The approaches which we used for the project are Support Vector Machine; YOLO architecture and Resnet-101 model of deep learning. The best accuracy was however achieved using SVM and HOG implementation, since they used mathematical approach to designate facial properties, based on a fixed ratio of facial features. Thus, we also conclude that a problem must be identified before implementation and every deep learning model cannot bring accurate predictions and accuracy.

drqa icon drqa

Reading Wikipedia to Answer Open-Domain Questions

emopy icon emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

f2 icon f2

πŸ“±πŸ“ˆAn elegant, interactive and flexible charting library for mobile.

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

finta icon finta

Common financial technical indicators implemented in Pandas.

flask icon flask

The Python micro framework for building web applications.

generators icon generators

Generator Tricks for Systems Programmers (Tutorial)

grafana icon grafana

The tool for beautiful monitoring and metric analytics & dashboards for Graphite, InfluxDB & Prometheus & More

gunicorn icon gunicorn

gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

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