deepstack
Aplicación Docker from ndetar's Repository
Visión general
Deepstack is an AI server that empowers every developer in the world to easily build state-of-the-art AI systems both on-premise and in the cloud. The promises of Artificial Intelligence are huge but becoming a machine learning engineer is hard. Build and deploy AI-powered applications with in-built and custom AI APIs, all offline and self-hosted. See https://deepstack.cc and https://docs.deepstack.cc/faq/index.html
To use with home assistant see: https://github.com/robmarkcole/HASS-Deepstack-object and https://docs.deepstack.cc/faq/index.html
Old CPUs without AVX: If you are using an older CPU that doesn't support AVX (Warning: This version hasn't been updated in some time):
- Add
:noavxto the end of theRepository:field. - Should look like this:
deepquestai/deepstack:noavx
GPU: If you wish to use a NVIDIA GPU instead of your CPU:
- Install Unraid Nvidia Plugin (available in the community apps store): https://forums.Unraid.net/topic/98978-plugin-nvidia-driver/
- Add
:gputo the end of theRepository:field. Should look like this:deepquestai/deepstack:gpu - Add
--runtime=nvidiato theExtra Parameters:field (to view this field switch to advanced view by clicking the toggle in the top right next toBasic View) . - Copy your GPU UUID to
Nvidia Visible Devices:. (Can be found in the Nvidia Driver settings page undernVidia Info:). Should look something like this:GPU-1a2b3456-7890-1cd2-ea34-56b7c8de90a1
*I am not the creator or maintainer of this container I am merely providing the Unraid template.
Argumentos en tiempo de ejecución
- Interfaz web
http://[IP]:[PORT:5000]- Red
bridge- Concha
sh- Privilegiado
- false
Configuración de plantillas
For access to the Web UI and API. Default is 5000.
- Objetivo
- 5000
- Por defecto
- 5000
- Valor
- 5000
Config storage path. Default is /mnt/user/appdata/deepstack.
- Objetivo
- /datastore
- Por defecto
- /mnt/user/appdata/deepstack
- Valor
- /mnt/user/appdata/deepstack
This specifies the local directory where you stored your custom models. Default is /mnt/user/appdata/deepstack/custom_models.
- Objetivo
- /modelstore/detection
- Por defecto
- /mnt/user/appdata/deepstack/custom_models
- Valor
- /mnt/user/appdata/deepstack/custom_models
This enables the object detection API. Default is False.
- Objetivo
- VISION-DETECTION
- Por defecto
- False|True
- Valor
- False
This enables the face recognition APIs. Default is False.
- Objetivo
- VISION-FACE
- Por defecto
- False|True
- Valor
- False
This enables the scene recognition API. Default is False.
- Objetivo
- VISION-SCENE
- Por defecto
- False|True
- Valor
- False
This enables the image enhance API. Default is False.
- Objetivo
- VISION-ENHANCE
- Por defecto
- False|True
- Valor
- False
Deepstack offers three modes allowing you to trade off speed for performance. You can specify performance mode to be High, Medium, and Low. Default is Medium.
- Objetivo
- MODE
- Por defecto
- High|Medium|Low
- Valor
- Medium
This allows you to specify the number of threads each endpoint will run with. This provides singificant performance boost, especially when running multiple requests often. The default value is 5.
- Objetivo
- THREADCOUNT
- Por defecto
- 5
- Valor
- 5
Requires Nvidia GPU and Unraid Nvidia drivers. Default is none
- Objetivo
- NVIDIA_VISIBLE_DEVICES
API Key is used to protect your API endpoint to prevent unauthorized access. Default is none.
- Objetivo
- API-KEY
The Admin Key protects admin APIs such as adding models, deleting models, list models, backup, and restore. Default is none.
- Objetivo
- ADMIN-KEY
Requires Nvidia GPU and Unraid Nvidia drivers. Default is all.
- Objetivo
- NVIDIA_DRIVER_CAPABILITIES
- Por defecto
- all
- Valor
- all
Descargar estadísticas
Descargas totales a lo largo del tiempo
Detalles
deepquestai/deepstackEjecute Deepstack en Unraid.
Deepstack se encuentra en Community Apps para Unraid OS. Explore Unraid para crear un servidor doméstico flexible, un NAS o un laboratorio doméstico.