Process Mining Techniques for Pattern Recognition

6 Automated Pattern Analysis and Curated Sack Count Leveraging Video Analysis on Moving Objects

Ritin Behl, Harsh Khatter, & Prabhat Singh

DOI: 10.1201/9781003169550-6

CONTENTS

1 Introduction

2 Problem Statement

2.1 Related Work

3 Proposed Approach

3.1 Model Development

Step 1: Problem Definition

Step 2: Gathering Information

Step 3: Training Data

Step 4: Feature Extraction

Step 5: Classification

Step 6: Testing Data

4 Proposed Methodology

4.1 System Design

4.1.1 Data Flow Design

4.2 Sequence Diagram

5 Implementation Details

5.1 TensorFlow Framework

5.2 Faster R-CNN Algorithm

5.3 Inception Model

5.3.1 Data Collection

5.3.2 Labelling the Data Set

5.3.3 Generating TensorFlow Records for Training

5.3.4 Configuring Training

5.3.5 Training ...