https://github.com/sarahabuirmeileh/express-computervisionhackathon
ExpressJS application that delves into the fascinating realm of AI and computer vision uaing AWS Rekognition & RDS
https://github.com/sarahabuirmeileh/express-computervisionhackathon
ai aws javascript rds recognition typescript
Last synced: 3 months ago
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ExpressJS application that delves into the fascinating realm of AI and computer vision uaing AWS Rekognition & RDS
- Host: GitHub
- URL: https://github.com/sarahabuirmeileh/express-computervisionhackathon
- Owner: SarahAbuirmeileh
- Created: 2023-09-02T07:44:18.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-03-12T15:02:36.000Z (over 2 years ago)
- Last Synced: 2025-01-16T01:15:01.690Z (over 1 year ago)
- Topics: ai, aws, javascript, rds, recognition, typescript
- Language: TypeScript
- Homepage:
- Size: 225 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Computer Vision Hackathon 🏆
Welcome to our exciting Computer Vision Hackathon! 🎉 In this hackathon, we will be crafting an ExpressJS application that delves into the fascinating realm of AI and computer vision. The best part? You won't be starting from scratch! 🚀 We're harnessing the power of AWS AI services to create an amazing project. Let the coding magic commence! 💻🔥
## Introduction to Amazon AI Services 🔥
Amazon AI Services is a comprehensive suite of artificial intelligence offerings by Amazon Web Services (AWS), empowering developers with machine learning capabilities. With an amalgamation of user-friendly tools, robust algorithms, and pre-trained models, it enables businesses to tackle a diverse range of challenges, from chatbots to predictive analytics.
In this challenge, our focus will be on one standout service: AWS Rekognition.
## AWS Rekognition 🌠
Within the array of AWS AI tools, Rekognition takes the spotlight as the go-to solution for image and video analysis. It eliminates the need for building deep learning algorithms from scratch, seamlessly identifying objects, people, text, scenes, and activities in images and videos. It even boasts the ability to detect inappropriate content.
Explore the service page here to discover its various features and use cases.
## Challenge Description 🔮
Our ultimate goal is to launch an ExpressJS application with three primary functionalities for users:
* Identification: Recognize objects, scenes, and actions within an image.
* Celebrity Recognition: Identify celebrity faces, providing their names and a confidence score 🌟.
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* Text Extraction: Extract text from images 📜.
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* Results should be returned in JSON format and stored in a database. The application must be highly available, scalable, and use AWS RDS as a database.