jashkine,Soni Kumari,github

👋 Hi, I’m Soni.
👀 I’m interested in Speech processing, Computer Vision, Natural Language Processing, Machine Learning, Data Analytics, Cloud Computing, MLOps
🌱 I’m currently learning Generativ Models, NLP, kivy, kivyMD
💞️ I’m looking to collaborate on projects related to Machine Learning
📫 You can reach me at [email protected]

Soni Kumari's Projects

galaxy_classification_cnn

In this project, I have built a multinomial classification model to classify Galaxies images into 10 different categories. The model is Convolution Neural Network, built using multiple convolution layers followed by multiple dense layers.

github-slideshow

A robot powered training repository :robot:

histogram_1

This python program generates and display histogram of a gray image. Histogram is representation of frequency of intensities present in an image.

jashkine

Config files for my GitHub profile.

linear_regression_ann

"Car Purchase Amount Prediction" project powered by Artificial Neural Networks (ANNs). In this repository, I've developed a machine learning model using ANNs to predict the purchase amount of cars. My goal is to assist both buyers and sellers in estimating a fair and data-driven price for a wide range of vehicles.

mlops_aiml

AIML MLOps course

multi_scale_discrete_horn_schunck_optical_flow

This project is realisation of Multi Scale Discrete Horn Schunch method for Optical Flow calculation (Classical method)

otsus_binarization

Implementation of Otsu's Binarization

snake_game

"Python Snake Game: A classic Snake game built in Python using the Pygame library. Control the snake, collect food, and grow while avoiding collisions with the walls and yourself. Have fun testing your reflexes in this nostalgic arcade game."

twitter_sentiment_analysis

The objective of this project is to train a machine learning model to extract the sentiment associated with the tweets. The model is able to give a binary response to the tweets