** AI & Deep Learning Using TensorFlow - https://www.edureka.co/ai-deep-learning-with-tensorflow **
This Edureka tutorial will provide you with a detailed and comprehensive knowledge of TensorFlow Object detection and how it works. It will also provide you with the details on how to use Tensorflow to detect objects in deep learning method. Below are the topics covered in this tutorial:
1. What is Object Detection?
2. Industrial use of Object Detection
3. Object Detection Workflow
4. What is Tensorflow?
5. Object Detection using Tensorflow - Demo
6. Live Object Detection using Tensorflow- Demo
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Today’s Training Topics
❖ What is Object Detection?
❖ Object Detection Working
❖ What is Tensorflow?
❖ Tensorflow Object Detection – Demo
❖ Tensorflow Real-Time Object Detection - Demo
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What is Object Detection?
Object detection is a computer technology related to computer vision and image
processing that deals with detecting instances of semantic objects of a certain
class (such as humans, buildings, or cars in digital images and videos
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Workflow of Object Detection
BIKE
Training Data Testing Data
Classification
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What are Tensors?
Tensors are the standard way of representing data
in deep learning
Tensors are just multidimensional arrays, an extension of 2-dimensional
tables (matrices) to data with higher dimension.
Tensor 0f Dimension -6 Tensor 0f Dimension –[6,4] Tensor 0f Dimension –[6,4,2]
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What is TensorFlow?
In Tensorflow, computation is approached as a
dataflow graph
Tensor Flow
ADD
MATMUL
Data
RESULT
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Object Detection in TensorFlow
Training TensorFlow
Model
INPUT DATA
OUTPUT
model
Test Data
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