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TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python | Edureka

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** 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

Technology
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PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Today’s Training Topics ❖ What is Object Detection? ❖ Object Detection Working ❖ What is Tensorflow? ❖ Tensorflow Object Detection – Demo ❖ Tensorflow Real-Time Object Detection - Demo AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training 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 AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Object Detection Applications
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection FACE Recognition
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection People Counting
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection Industrial Quality Check
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection % Self Driving Cars
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection % Security
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Object Detection Workflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Workflow of Object Detection BIKE Training Data Testing Data Classification AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Tensorflow?
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training 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] AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training What is TensorFlow? In Tensorflow, computation is approached as a dataflow graph Tensor Flow ADD MATMUL Data RESULT AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection in TensorFlow Training TensorFlow Model INPUT DATA OUTPUT model Test Data AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ COCOAPI ▪ PROTOBUF % Object Detection Demo -1
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ Matplotlib ▪ COCOAPI ▪ PROTOBUF AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ COCOAPI ▪ PROTOBUF % Live Object Detection Demo -2
TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python | Edureka

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TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python | Edureka

  • 1. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training
  • 2. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection
  • 3. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Today’s Training Topics ❖ What is Object Detection? ❖ Object Detection Working ❖ What is Tensorflow? ❖ Tensorflow Object Detection – Demo ❖ Tensorflow Real-Time Object Detection - Demo AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 4. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training 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 AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 5. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Object Detection Applications
  • 6. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection FACE Recognition
  • 7. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection People Counting
  • 8. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection Industrial Quality Check
  • 9. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection % Self Driving Cars
  • 10. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Applications of Object Detection % Security
  • 11. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Object Detection Workflow
  • 12. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Workflow of Object Detection BIKE Training Data Testing Data Classification AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 13. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training % Tensorflow?
  • 14. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training 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] AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 15. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training What is TensorFlow? In Tensorflow, computation is approached as a dataflow graph Tensor Flow ADD MATMUL Data RESULT AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 16. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection in TensorFlow Training TensorFlow Model INPUT DATA OUTPUT model Test Data AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 17. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ COCOAPI ▪ PROTOBUF % Object Detection Demo -1
  • 18. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ Matplotlib ▪ COCOAPI ▪ PROTOBUF AI & DEEP LEARNING with TENSORFLOW www.edureka.co/ai-deep-learning-with-tensorflow
  • 19. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training Object Detection Prerequisites ▪ Tensorflow ▪ Tensorboard ▪ Python ▪ COCOAPI ▪ PROTOBUF % Live Object Detection Demo -2