Visualizing Gradient Descent with Momentum in Python

写过的深度学习文章以及翻译的文章等

This system utilizes Optical Character Recognition (OCR) extracts text, while computer vision techniques map document layout. Then, SIFT (Scale-Invariant Feature Transform) cleverly matches documents to pre-defined templates, even with variations. This intelligent matching helps identify potential fraud for further investigation.

"A lightweight, foundational machine learning framework implemented in Python. Features a modular design with customizable layers and support for various activation functions, as well as popular machine learning algorithms. Ideal for educational purposes and rapid prototyping." - ChatGPT Definition

A face recognition based security system that allow you to open certain apps on your computer through face unlock. If someone tries to breach the security it send alert mail to the concerned person.

The code detects text by creating a Convolution Neural Network to Classify digits from 0 to 9. The Training code is written from scratch and it trains about 10000 images of 10 different classes . Testing script can deduce the trained model data to use along with a webcam to detect Digits from 0 to 9.

Control volume and brightness effortlessly with hand gestures. Our machine learning technology interprets your movements, letting you adjust settings with a simple wave or swipe. Say goodbye to remotes and hello to intuitive control.

ganesh kavhar Python Machine learning tutorials....

An end to end machine learning system with mlflow to predict the failure of engine component

This is a project that predicts the outcome of a football match based on the model you chose, it gives the probability for draws, home and away wins

Embark on my maiden self-practice project on Kaggle,

DisturbValue: a regularization method for regressioin tasks

A machine learning project for classifying news articles as fake or real based on the content of the articles. The project uses a dataset of news articles and their corresponding labels to train a model. The model then makes predictions on new, unseen news articles and classifies them as fake or real.

ganesh kavhar python programming assignment

Painting tool using OpenCV