Object Detection Web App with TensorFlow, OpenCV and Flask

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

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

Overview

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

Beginners who are curious about Object Detection, Beginners who are curious about Computer Vision, Python Developers, Computer Vision enthusiasts

Beginner Knowledge of Python

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

Yaswanth Sai Palaghat

Hello, my name is Yaswanth Sai Palaghat. I am a passionate content creator, digital marketer, and author with a keen interest in helping people develop their careers and personal finance. Through my YouTube channel, "YASWANTH SAI PALAGHAT," I regularly upload videos on various topics such as technology, career development, personal finance, interview preparation, and much more. I believe that learning is a lifelong journey, and I strive to create engaging and informative content that can help people improve their lives and achieve their goals.

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