datascience-2021 Goto Github PK

2016-slides

PyCon SK 2016 Presentation Materials

2018-slides

PyCon SK 2018 Presentation Materials https://2018.pycon.sk/en/

aegeorge42.github.io

An interactive guide to neural networks.

alcohol-image-classifier-fastai

Utilizing fastai to classify images of various types of alcoholic beverages

analytics-vidhya

Analytics-Vidhya

artificial-intelligence-codes

Collection of Artificial Intelligence Algorithms implemented on various problems

automatic-parking-management

Detecting empty spaces in car parking using a camera at lamp-post angle. Video explanation: https://www.youtube.com/watch?v=y1M5dNkvCJc&t. Also check my new video in the same series, Easy Street Parking: https://www.youtube.com/watch?v=1aNT6S_VBNc

autonomous-driving-cookbook

Scenarios, tutorials and demos for Autonomous Driving

awesome-data-science

:memo: An awesome Data Science repository to learn and apply for real world problems.

chatpad

Not just another ChatGPT user-interface!

counting-objects

This project aims to count the retail objects present in the image. It uses OpenCV and Deep Learning models to count the images

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid19-dashboard

A site that displays up to date COVID-19 stats, powered by fastpages.

covid19-simulation

Toolkit for COVID-19 simulation.

covid19br

Confirmed cases and deaths of COVID-19 in Brazil, at municipal (city) level. Description of the data: https://github.com/wcota/covid19br/blob/master/DESCRIPTION.en.md and https://doi.org/10.1590/SciELOPreprints.362

darknet

Convolutional Neural Networks

dash

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

data-science-project

An outline for a data science project.

data-science-python-dask

Companion Notebooks and Data for Data Science with Python and Dask from Manning Publications

deep-neural-network-based-parking-system

Trained a Resnet101 based car and vacant space classifier using Fastai library. Used it in combination of laplacian operator to manage parking automatically.

deeplearningexamples

Deep Learning Examples

demo-emotion-based-music-ai

demo-facial-emotion-detection-webapp

This is facial detection webapp created using keras and flask.

demo-smart-cctv-ver2.0

demo-virtual-paint

This is a virtual painting python script bult using opencv and mediapipe

designing-data-intensive-applications-notes

Reading notes on the excellent "Designing Data-Intensive Applications"

detect_empty_parking_spot

A beginner level project on using a deep neural network and image processing to detect empty parking spots in an aero footage of a parking lot.

dog-cat-classifier

Dog and cat image classifier with deep learning

easy_street_parking_with_mask-rcnn

A prototype application that can be transformed into a full-fledged real-time parking management app to help people find parking spots near malls, shopping areas, cinema house etc. A text message is sent to let you know whenever there's a vacancy in the nearby street parking or community parking. Park_clever notebook contains the latest code.

echarts

Apache ECharts is a powerful, interactive charting and data visualization library for browser