Barola Technologies : Head Office  #27/11, Soundarajan Street T.Nagar, Chennai: 600017,TN  Ph 044-43558646 | 044-48647474  info@barolatechnologies.com

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Technology Specific R&D , Training & Internship

Artificial Intelligence | Drone | Deep Learning | Internet of Things (IoT) | Machine Learning | Wearable Technology

   2019 All rights reserved. Copyrights @ Barola

Machine Learning Internship

7 Days

DAY 1

OVERVIEW OF MACHINE LEARNING & STRUCTURES

·Machine Learning Algorithms & Structures

·Installation of Python and supporting libraries

·Introduction to Opencv computer vision and features in image processing

·Practical Exercises on OpenCV

DAY 2

TRAINING DATSET,FACE DETECTION BASED ON KNN,CNN ALGORITHMS

  • Hariss Corner Detector and Edge Detector using opencv

  • Face ,Smile,eye detection using Haarcascade Trained Model File

  • Training Text Dataset using KNN,CNN,Naive baiyes ,Decision tree algorithm using Keras,Tensorflow ,Numpy

DAY 3

LBPH ALGORITHM BASED FACE RECOGNITION PROCESS

  • Face Dataset Collection Using Opencv

  • Face Training using Collected Dataset Using LBPH Algorithm

  • Face Recognition Using Live trained model

  • Interactive Exercise on Live trained Model

DAY 4

OBJECT DETECTION, SVM, MATPLOTLIB, MLP, USING YOLO ALGORITHM

  • Image Dataset classification and Training

  • Prediction of datasets using libraries

  • Object Detection & Possibilities

  • Multiple Object Detection Using CAFFE Model Input File

DAY 5

INTRODUCTION TO RASPBERRY PI

  • Raspberry pi introduction

  • Raspberry pi configuration and OS installation

  • Raspberry pi GPIO PINS

  • Raspberry pi Basic led Control using Digital Sensor

DAY 6 & 7

INDUSTRIAL PROJECT TRAINING

  • Real Time Object Detection using YOLO Algorithm

  • License Plate Recognition of automobiles using tesseract, OpenCV computer vision

  • Optical character recognition using OCR engine google tesseract

7 Days Internship/IPT Cost

  • Rs:2000/- per student

  • Rs:1500/- per student for a batch of 5 & Above

  • Rs: 900/- per student for a batch of 10 & Above

15 Days

DAY 1

INTRODUCTION TO MACHINE LEARNING AND OPENCV

·Introduction to Machine Learning and ANN structure

·Upgrading Library Files

·Advanced Features & classifications of Image Processing

·Open Cv Image Processing

DAY 2

OPENCV BASED IMAGE PROCESSING TECHNIQUES AND MACHINE LEARNING ALGORITHMS

  • Multi-Assessments on Opencv computer vision and features in image processing

  • Watermark implementation in live streaming Video feed

DAY 3

TRAINING TEXT DATASETS

  • Training Text Dataset using KNN,CNN,Naive baiyes ,Decision tree algorithm using Keras,Tensorflow ,Numpy

DAY 4

FACE RECOGNITION USING LBPH ALGORITHM

  • Face Dataset Collection Using Opencv

  • Face Training using Collected Dataset Using LBPH Algorithm

  • Face Recognition Using Live trained model

  • Interactive Exercise on Live trained Model

DAY 5

MATPLOTLIB,SKLEARN,TENSORFLOW,KNN,CNN,KERAS FUNCTIONS

  • Training Image Dataset using SVM,MLP, Random Forest algorithm using Keras,Tensorflow ,Numpy

  • Training Text Dataset using KNN,CNN,Naive baiyes ,Decision tree algorithm using Keras,Tensorflow ,Numpy

  • Ploting of Prediction Dataset using matplotlib and sklearn

  • Real Time Object Detection using YOLO Algorithm

 

DAY 6

MASK-RCNN,SCIKIT LEARN BASED FUNCTIONS

  • Matterpot Mask-RCNN for Object Detection Using,Keras,ScikitLearn

  • Deep learning based Hydroponics health system without physical interference with medical plants

DAY 7

INTRODUCTION TO HANDS ON EXPERIENCE ON RASPBERRY PI

  • Raspberry pi introduction

  • Raspberry pi configuration and OS installation

  • Raspberry pi GPIO PINS

  • Raspberry pi Basic led Control using Digital Sensor

SECURITY, MEDICAL APPLICATION IN MACHINE LEARNING

  • Real time Object Detection over network with Computer vision and Image ZMQ

  • Detecting Parkinsons Disease with opencv,Computer vision

DAY 8

ML BASED AUTOMATIC CHATBOT

  • Installing Telepot Python Package And executing the Program

  • Creating Telegram Bot

DAY 9

KERAS,CRÈME,LIBRARY FUNCTIONS AND THEFT DETECTION SYSTEM

  • Incremental learning with Keras and Crème

  • Linear Classification with python and scipy

  • Raspberry pie Theft detection System

DAY 10

KNN CLASSIFIER AND IMAKE AUGMENTATION USING KERAS

  • Knn Classifier for Image Classifcation

  • Image Data Generation and Augmentation Using Keras

DAY 11

MNIST DATASET CLASSIFICATION,TRAINING A CNN

  • Fashion MNIST With Keras and Deep Learning

  • Training a Convolutional Neural Network for regression prediction with Keras

DAY 12

VIRTUAL ASSISTANT BOT

  • Creation of Own Virtual Assistant Engine using tensorflow , keras , scikitlearn.

  • Multiple Object Detection Using CAFFE Model Input File

DAY 13- DAY 15

INDUSTRIAL PROJECT TRAINING

  • Optical character recognition using OCR engine google tesseract

  • Machine learning based License Plate Recognition of automobiles using tesseract ,opencv computer vision

  • Real Time Object Detection using YOLO Algorithm

  • Multiple Object Detection Using CAFFE Model Input File

15 Days Internship/IPT Cost

  • Rs:6000/- per student

  • Rs:5700/- per student for a batch of 5 & Above

  • Rs: 5500/- per student for a batch of 10 & Above

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