5sControl / 5sControl/5s-backend

Develop Docker Image for Camera Integration with Florence-2 Model

Abierto
#440 0 comentarios 0 reacciones 1 asignado Reclamado por @Dimskay1988 Ver en GitHub
Lenguaje dominante
Python
Estrellas
2
Forks
0
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

Create a Docker image that directly interacts with a camera to capture and process live data. Under the hood, the Florence-2 model will operate to analyze the data and communicate the current pressure to our chat application.

The key requirements are:

Camera Integration: Ensure seamless interaction between the Docker container and the camera hardware.
Florence-2 Model Implementation: Integrate and deploy the Florence-2 model within the container to process the captured data.
Data Communication: Establish a mechanism for the model to send the current pressure values to our chat system in real-time.

Guía de contribución

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Línea de trabajo

The issue requires integrating a camera with a Docker container, deploying the Florence-2 model for real-time analysis, and setting up communication to a chat system. Start by examining the existing codebase for AI model integration and any camera handling modules. Look for existing Dockerfiles or CI/CD configurations to understand the deployment setup. Determine how the chat system receives data, possibly through an API or message queue.

Escrito por el modelo de indexación a partir del texto del issue.

Evaluación

Stack tecnológico
docker, docker-compose, python
Área
backend, computer-vision, devops, machine-learning
Tipo de issue
Nueva funcionalidad
Dificultad
5/5
Tiempo estimado
Más de una semana
Estado de actividad
Estancado
Claridad
Bastante claro
Aptitud para principiantes
35/100

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