AWS Rekognition using PYTHON 2021 Full Course
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🔥 AWS Rekognition using PYTHON 2021 Full Course
Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to use. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content. Amazon Rekognition also provides highly accurate facial analysis and facial search capabilities that you can use to detect, analyze, and compare faces, so this AWS Rekognition using PYTHON 2021 Full Course is complete.
With Amazon Rekognition Custom Labels, you can identify the objects and scenes in images that are specific to your business needs. For example, you can build a model to classify specific machine parts on your assembly line or to detect unhealthy plants. Amazon Rekognition Custom Labels takes care of the heavy lifting of model development for you, so no machine learning experience is required. You simply need to supply images of objects or scenes you want to identify, and the service handles the rest.
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⚡ Table of Contents ⚡
00:00 Course Introduction
02:38 Course pre-requisites
04:34 Create your first AWS machine learning model
23:00 Machine learning project cleanup
25:46 Review and feedback
26:55 Uploading ML dataset to AWS S3 Bucket
35:44 Creating training data source and ML model
46:19 Creating predictions in real time
54:23 AWS billing alerts
55:49 Difference between Artificial Intelligence and Machine Learning
01:08:25 AWS Machine Learning pricing
01:10:41 How to download and install PyCharm IDE
01:25:05 Programmatic access to AWS user
01:30:12 Python Boto 3
01:34:13 Creating an image directory in PyCharm
01:37:34 How to upload images to Web Server
01:40:50 Python PPRINT module
01:43:13 Creating Python helper file
01:46:30 Fetching images from Web Server using Python
01:59:22 Extracting label names
02:03:39 Face detection using Python
02:17:41 Fetching images from AWS S3 Bucket using Python code
02:25:03 AWS Rekognition limitations
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