Learn Object Detection Tracking and Counting with DL, ML
Object Detection, Tracking & Counting with OpenCV, Tensorflow, dlib, Machine Learning , Deep Learning
What you will learn
Brief introduction of Object Detection, Tracking and Counting
Installation of all prerequisites
Workflow & System Architecture
Write and Run the Code for Cumulative Counting of Objects in Video
Write and Run the Code for Real-Time Counting of Objects
Write and Run Code for Object Tracking
Detect the targeted or all objects
Count the targeted or all objects
Predict the Color of targeted or all objects
Predict the speed of targeted or all objects
Export results in csv file
Object detection with Viola Jones
Object Detection with Alex-Net
Object Detection with R-CNN
Object Detection With Yolo
Object Detection with SSD
Why take this course?
Introduction of Object Detection, Counting & Tracking
Installation of all prerequisites to write the code for object detection, counting & tracking on Mac Machine
Workflow and System Architecture
Write and Run the Code for
Write and Run the code for object detection, tracking and counting with dlib
Write and Run the code for object detection using deep learning with OpenCV
Write and Run the Code for Cumulative Counting of Objects in Video
Write and Run the Code for Real-Time Counting of Objects
Write and Run Code for Object Tracking
Detect the targeted or all objects
Count the targeted or all objects
Predict the colour of targeted or all objects
Predict the speed of targeted or all objects
Export results in csv file