/the garage — 06 / 09
Itacatech Stage projectDevelopmentAI-Based Rock Recognition System
Computer vision for geological classification
Itacatech Stage project
AI-Based Rock Recognition System
Computer vision for geological classification
- Java
- Spring Boot
- Python
- Flask
/overview
An Itacatech stage project: a CNN classifies rock types from a photo, served through a Spring Boot API and a Flask microservice for prediction and metadata.
/approach
01
Model
Trained a CNN on labeled rock imagery for geological classification.
02
Serving
Wrapped the model in a Flask microservice dedicated to prediction and metadata extraction.
03
API layer
Built a Spring Boot layer in front of it, so classification could be consumed like any other backend endpoint.
/development
Designed and developed an AI system for rock type classification from images using a CNN, with a Spring Boot API layer and a Flask microservice for prediction and metadata extraction.
- Java
- Spring Boot
- Python
- Flask
- TensorFlow
Itacatech Stage project
AI-Based Rock Recognition System
Computer vision for geological classification
- Java
- Spring Boot
- Python
- Flask