Object-Detection-Module
📝 Build Pycoral object detection module built on top of TensorFlow Lite Python API. The use of Coral USB Accelerator, Depth Camera D415 is carried out to acc...
Posts By Year
2022
FaceModule
📝 Develop face module consists of various packages such as Face Capture, Face Annotation, Face Encoding, Face Detection and Face Recognition. The use of the ...
Mathematics
📝 Linear Algebra,Probability,Statistics and Calculus for Machine Learning.
Natural-Language-Processing
📝 Beautiful Soup web scraping uses intelligence automation methods to get thousands or even millions of data sets in a smaller amount of time, Stemming, Lemm...
KnowledgeGraph-NLP
📝 Building a knowledge graph from the text scrapped from https://english.onlinekhabar.com/ articles.
Chatbot-using-RASA-NLU
📝 Rasa is an open source machine learning framework for automated text and voice-based conversations. Understand messages, hold conversations, and connect to...
Optical-Character-Recognition
📝 The main aim of this project is to use OCR techniques in order to Convert Scanned Photos, Pdf, handwritten images into a digital format which is readable, ...
E-Commerce-Customers
📝 The main aim of this project is to use Linear regression in order to figure out how to maximize the Yearly Amount spent by the customers on the basis of so...
Email-SMS-Spam-Classifier
📝 Spam classifier program in python which can tell whether a given message is spam or not!….I used FastAPI for an application programming interface. It helps...
ML-and-DL-Algorithms
Math Behind ML and DL Algorithms:Linear Regression,Polynomial Regression, Ridge Regression, Lasso Regression, Logistic Regression, Naïve Bayes, Decision Tree...
Feature-Engineering-Part3
Sampling Techniques-HandelingImbalancedDatasets-FeatureCreation-Model Selection-Machine Learning Pipeline.
Feature-Engineering-Part-2
Feature Transformation and Scaling for Machine Learning.
Feature-Engineering-Part1
Feature Engineering for Machine Learning.
2021
Loan-Classification
The bank and financial institution loan can be classified according to the overdue of the credit period.
Facial Recognition
Facial Recognition System using python opencv,numpy and os library.
Attendance System
Attendance System Using Face_recognition,OpenCv,Cmaker,dlib,numpy and other python inbuilt library such as os and datetime.
Text Classification
📝 Text Classification and Clustering With Machine Learning and NLP(Natural Language Processing).