https://github.com/ilia-kurganskii/sunset-predictor
Sunset recorder dataset tool
https://github.com/ilia-kurganskii/sunset-predictor
aws data-science terraform
Last synced: 3 months ago
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Sunset recorder dataset tool
- Host: GitHub
- URL: https://github.com/ilia-kurganskii/sunset-predictor
- Owner: ilia-kurganskii
- Created: 2022-08-06T12:11:08.000Z (almost 4 years ago)
- Default Branch: develop
- Last Pushed: 2026-04-16T22:46:46.000Z (3 months ago)
- Last Synced: 2026-04-17T00:36:12.715Z (3 months ago)
- Topics: aws, data-science, terraform
- Language: TypeScript
- Homepage:
- Size: 354 KB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 11
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Metadata Files:
- Readme: README.md
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README
# Sunset Predictor
Pet project to learn ML
## Idea
Predict sunset by weather data
## Realization
### Collect dataset
Input:
- Lat, Lng
- Weather data in place
- Weather data from 160km on sunset direction
Output:
- Is sunset is colored (red)
- Is the horizon clean (without clouds)
- Is horizon colored
### Tech stack
- AWS
- ECS (Fargate) (To save streams > 30min)
- Lambda (Serverless server)
- EventBridge (To schedule recorder)
- ECR (For docker images)
- DynamoDB (To collect dataset)
- Terraform
- FFmpeg to download stream
- NestJS
## Features
### GitHub actions
- Build NestJS app
- Build Docker image
- Apply terraform configuration
## Road Map
- Collect data set from several places
- Create ML model to predict factors of a sunset