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

** AI & Deep Learning Using TensorFlow - https://www.edureka.co/ai-deep-learning-with-tensorflow ** <br>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: <br><br>1. What is Object Detection? <br>2. Industrial use of Object Detection <br>3. Object Detection Workflow <br>4. What is Tensorflow? <br>5. Object Detection using Tensorflow - Demo <br>6. Live Object Detection using Tensorflow- Demo

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

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  1. PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  2. Object Detection PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  3. Today’s Today’s Training Topics Training Topics ❖ What is Object Detection? ❖ Object Detection Working ❖ What is Tensorflow? ❖ Tensorflow Object Detection – Demo ❖ Tensorflow Real-Time Object Detection - Demo PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  4. What is Object Detection? 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 PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  5. % Object Detection Applications PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  6. Applications of Object Detection Applications of Object Detection FACE Recognition PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  7. Applications of Object Detection Applications of Object Detection People Counting PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  8. Applications of Object Detection Applications of Object Detection Industrial Quality Check PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  9. % Applications of Object Detection Applications of Object Detection Self Driving Cars PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  10. % Applications of Object Detection Applications of Object Detection Security PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  11. % Object Detection Workflow PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  12. Workflow of Object Detection Workflow of Object Detection Training Data Testing Data Classification BIKE PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  13. % Tensorflow? PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  14. What are Tensors? 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 –[6,4,2] Tensor 0f Dimension -6 Tensor 0f Dimension –[6,4] PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  15. What is TensorFlow? What is TensorFlow? In Tensorflow, computation is approached as a dataflow graph Tensor Flow Data ADD MATMUL RESULT PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  16. Object Detection in TensorFlow Object Detection in TensorFlow INPUT DATA OUTPUT Training TensorFlow Model Test Data model PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  17. % Object Detection Prerequisites Object Detection Prerequisites Object Detection Demo -1 ▪ Tensorflow Tensorflow ▪ Tensorboard Tensorboard ▪ Python Python ▪ COCOAPI COCOAPI ▪ PROTOBUF PROTOBUF PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

  18. Object Detection Prerequisites Object Detection Prerequisites ▪ Tensorflow Tensorflow ▪ Tensorboard Tensorboard ▪ Python Python ▪ Matplotlib Matplotlib ▪ COCOAPI COCOAPI ▪ PROTOBUF PROTOBUF PYSPARK CERTIFICATION TRAINING AI & DEEP LEARNING with TENSORFLOW www.edureka.co/pyspark-certification-training www.edureka.co/ai-deep-learning-with-tensorflow

  19. % Object Detection Prerequisites Object Detection Prerequisites Live Object Detection Demo -2 ▪ Tensorflow Tensorflow ▪ Tensorboard Tensorboard ▪ Python Python ▪ COCOAPI COCOAPI ▪ PROTOBUF PROTOBUF PYSPARK CERTIFICATION TRAINING www.edureka.co/pyspark-certification-training

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