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Object Detection Web App with TensorFlow, OpenCV and Flask [Free Online Course] - TechCracked

Object Detection Web App with TensorFlow, OpenCV and Flask

Build an Object Detection Model from Scratch using Deep Learning and Transfer Learning

This course includes:
  • 1 hour on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion


What you'll learn
  • Object Detection
  • Computer Vision with OpenCV
  • Deploying Object Detection Model as Flask Web app
  • Using Pre-trained Machine Learning Models
  • Python Project Development
  • Training using Tensorflow


Description

Detecting Objects and finding out their names from images is a very challenging and interesting field of Computer Vision.

The core science behind Self Driving Cars, Image Captioning and Robotics lies in Object Detection.

In this course, you are going to build a Object Detection Model from Scratch using Python's OpenCV library using Pre-Trained Coco Dataset.

The model will be deployed as an Web App using Flask Framework of Python.

TECHNOLOGIES & TOOLS USED
  • Python
  • Machine Learning
  • Deep Learning
  • Transfer Learning
  • Tensorflow
  • OpenCV
  • Flask

Also See : Building a Face Detection and Recognition Model From Scratch

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