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TORRENT DETAILS
Udemy - Object Detection With Tensorflow Fast Track Course ML
TORRENT SUMMARY
Status:
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Language: English | Size: 1.30 GB | Duration: 2h 36m
Become an Advanced Computer Vision/ Machine Learning/ AI Engineer from Beginner Level | Completely Practical Oriented.
What you'll learn
Introduction to Roadmap of the Course
Tensorflow CPU installation
Tensorflow GPU Installation (Optional)
Tensorflow Garden Repository Installation
Dataset Preparation & Labelling tool
Convert labelled dataset to the TF-Record (Binary Format)
Training the model (custom dataset)
Model Export with Frozen Inference Graph and Deployment on Webserver
Deployment of trained model on Webcam, Android and Video Feed
Requirements
No programming experience needed. You will learn everything that you need to know.
This course is for all students (Technical and Non Technical).
Spoon feeding course.
Description
Machine learning is an exponential technology from IBM Watson, SIRI, self driving car which are taking on the world and artificial neural network is heart of it. Object Detection is an essential technique for artificial visualization in Robotics, AI Sensory tools and many more. But the problem is Object detection with your own dataset is simply not taught at university.
So where do you learn them?
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Introduction to Roadmap of the Course.mp4
94.5 MB
~Get Your Files Here !/01 - Introduction/36911390-1.Introduction-to-the-Object-Detection-Course.pptx
12.7 MB
~Get Your Files Here !/02 - Tensorflow Installation Part 1/001 Tensorflow CPU installation Python Package AnacondaMiniconda.mp4
148.1 MB
~Get Your Files Here !/02 - Tensorflow Installation Part 1/38013664-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/03 - Tensorflow GPU installation Part 2 (Optional)/001 Tensorflow GPU installation - NVIDIA Graphic Card Configutation.mp4
198.8 MB
~Get Your Files Here !/03 - Tensorflow GPU installation Part 2 (Optional)/35731396-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/04 - Tensorflow Framework/001 Tensorflow Garden Repository Installation.mp4
68.7 MB
~Get Your Files Here !/04 - Tensorflow Framework/35731398-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/05 - Custom Dataset Preparation/001 Dataset Preparation & Labelling tool.mp4
155.8 MB
~Get Your Files Here !/05 - Custom Dataset Preparation/35731402-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/06 - Dataset Conversion/001 Convert dataset to TF-Record (Binary Conversion).mp4
142.8 MB
~Get Your Files Here !/06 - Dataset Conversion/35731404-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/07 - Training the Model/001 Training the model (TF record).mp4
132 MB
~Get Your Files Here !/07 - Training the Model/35731406-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/08 - Export Trained graph/001 Export training into graph and test on Web server.mp4
155.6 MB
~Get Your Files Here !/08 - Export Trained graph/35731408-Course-Files.pdf
1019.8 KB
~Get Your Files Here !/09 - Deployment of model on Webcam, Android and Video Feed/001 Deployment - Android, Webcam and Video Feed.mp4
217 MB
~Get Your Files Here !/09 - Deployment of model on Webcam, Android and Video Feed/35731410-Course-Files.pdf
