Mini Project - Using Amazon Rekognition and Machine Learning to detect cats and dogs
In this mini project you will implement a Machine Learning Application which can detect cats and dogs in images uploaded to the application. The app uses ECS, ECR, S3 and Rekognition
Chapters
0:00 Stage 0 Intro and Setup
2:32 Stage 1 Train and Configure the Machine Learning Model
13:36 Stage 2 Configure ECR and create the App Docker Image
21:30 Stage 3 Create the ECS Cluster, Task & Service
28:58 Stage 4 Test and Use the application
34:16 Stage 5 Cleanup
▶ 1-Click Deployment - https://console.aws.amazon.com/cloudf...
▶ Instructions - https://github.com/acantril/learn-can...
▶ Model Images (Cat) - Part1 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Cat) - Part2 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Cat) - Part3 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Cat) - Part4 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Cat) - Part5 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Cat) - Part6 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part1 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part2 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part3 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part4 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part5 - https://learn-cantrill-labs.s3.amazon...
▶ Model Images (Dog) - Part6 - https://learn-cantrill-labs.s3.amazon...
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▶Pexels : https://www.pexels.com/
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