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ShapeAI (@Devtown-India)

Devtown-India

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Location 🇮🇳 India
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Python-and-Machine-Learning

Jupyter Notebook

PYTHON-AND-DATA-ANALYTICS-7-DAYS

Jupyter Notebook

Python-for-Data-Science-

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Yoga-Pose-Estimation-App

This is a Yoga Pose Estimation App which can be able to detect the yoga pose in real time by using posenet and KNN Classifier. Here the dataset used is custom data set which consists of 3 videos for representing 3 different postures. It is deployed in heroku. One Thing to be noted i.e this will work correctly for all mobile and edge devices.

Jupyter Notebook

PYTHON-BASICS-BOOTCAMP-

Jupyter Notebook

HandsOn-Data-Analysis-and-ML

Over the past decade, bicycle-sharing systems have been growing in number and popularity in cities across the world. Bicycle-sharing systems allow users to rent bicycles on a very short-term basis for a price. This allows people to borrow a bike from point A and return it at point B, though they can also return it to the same location if they'd like to just go for a ride. Regardless, each bike can serve several users per day. Thanks to the rise in information technologies, it is easy for a user of the system to access a dock within the system to unlock or return bicycles. These technologies also provide a wealth of data that can be used to explore how these bike-sharing systems are used. In this project, you will use data provided by Motivate, a bike share system provider for many major cities in the United States, to uncover bike share usage patterns. You will compare the system usage between three large cities: Chicago, New York City, and Washington, DC. Day:1 In this project, Students will make use of Python to explore data related to bike share systems for three major cities in the United States—Chicago, New York City, and Washington. You will write code to import the data and answer interesting questions about it by computing descriptive statistics. They will also write a script that takes in raw input to create an interactive experience in the terminal to present these statistics. Technologies that will be covered are Numpy, Pandas, Matplotlib, Seaborn, Jupyter notebook. We will be giving the students a deep dive into the Data Analytical process Day:2 We will be giving the students an insight into one of the major fields of Machine Learning ie. Time Series forcasting we will be taking them through the relevant theory and make them understand of the importance and different techniques that are available to deal with it. After that we will be working hands on the bike share data set implementing different algorithms and understanding them to the core We aim to provide students an insight into what exactly is the job of a data analyst and get them familiarise to how does the entire data analysis process work. The session will be hosted by Shaurya Sinha a data analyst at Jio and Parag Mittal Software engineer at Microsoft.

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PROJECTS-DATA-SCIENTIST-TRAINING

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FSWD-10323

Full stack 10323 course repository

FSWDT-10423-20423

FSWD-11221

FSWD10522

ecommerce-frontend

automation

-REVIEW-realtime-semantic-segmentation

Real time semantic segmentation of the images using tensorflow-js package

Devtown-Projects

Facial_expression_day_3

Hands on Project

Jupyter Notebook

ecommerce-backend

whatsapp-bot

FSWD-10921

Python-and-OpenCV-bootcamp

Python and OpenCV bootcamp

-REVIEW-KNN-Classification

pinterestlike-server

PYTHON-AND-DATA-ANALYTICS

-REVIEW-svm_workbook

It is a workbook on building a basic svm classifier from scratch using python. The workbook also consists of how to implement svm using scikit-learn library.

Jupyter Notebook

Collaboration

Repository to collaborate

Collab

Linkedin-Automation

musicGeneration

Generating music using various types of model

Jupyter Notebook

REVIEW-Alphabet-Recognition-via-Gesture

notes-app-client

Image-Segementation

Image Segementation will be used to locate the objects and boundaries using neural networks such as U-Net,FCN and other models using keras framework

Jupyter Notebook

FSWD-10322

Text-to-handwriting

For converting text to handwriting using neural networks

Jupyter Notebook

FSWDT-10323

Course repo for FSWD-10323

REVIEW-NLP-and-Data-Visualisation

A case study on the various product reviews on Amazon using Natural Language Processing and visualising the inferences.

Jupyter Notebook

Review-Brain-Tumor-Segmentation

An application which detects the tumor spots from MRI Scan and helps to diagnose whether it is a tumor/non-tumor

Jupyter Notebook

-REVIEW-Ensemble-Learning

Ensemble Learning techniques in machine learning are implemented in this repository. There will be basic, minimal implementation from scratch and using Scikit-Learn.

Jupyter Notebook

OneShotLearning-with-Siamese-character_classification

i have build an app on flask & its working on localhost or laptop only. its not possible to open camera on client side with (OpenCV, Face Recognition using Flask) . So im looking for code( javascript.) which capture faces from server side.

Jupyter Notebook