visionai¶
VisionAI Toolkit
VisionAI tookit provides a large number of ready-to-deploy scenarios built using latest computer vision frameworks. Supports many of the common workplace health and safety use-cases.
Start by exploring scenarios through visionai scenario list command. After that, you can create a pipeline through the pipeline commands. Once a pipeline is configured, you can run the pipeline on the any number of cameras.
Running the toolkit does assume a NVIDIA GPU powered machine for efficient performance. Please see the system requirements on the documentation.
You can instead opt to install it through Azure Managed VM, with preconfigured machines & recommended hardware support. You can find information about this on our documentation website.
Visit https://docs.visionify.ai for more details.
Usage:
Options:
--verbose: [default: False]--version: [default: False]--install-completion: Install completion for the current shell.--show-completion: Show completion for the current shell, to copy it or customize the installation.--help: Show this message and exit.
Commands:
â•â”€ Commands ─────────────────────────────────────────────────────╮
│ auth Authentication commands │
│ camera Add/remove/manage cameras │
│ device Device commands │
│ init Initialize VisionAI library │
│ model Manage models │
│ pipeline Manage pipelines │
│ scenario Add/remove scenarios to camera │
│ status Print status of all running containers. │
│ stop Stop all running containers. │
│ web Start/stop web server │
╰────────────────────────────────────────────────────────────────╯
visionai auth¶
Authorization (logging in/out)
Login and get authorization token etc.
You can login/logout check authorization token with this.
Usage:
Options:
--help: Show this message and exit.
Commands:
login: Login with an application token.logout: Logout from your session Get the auth token...status: Check login status Check the current login...
visionai auth login¶
Login with an application token.
Get the auth token from our website
Usage:
Options:
--token TEXT: Authenticate the app through token [required]--help: Show this message and exit.
visionai auth logout¶
Logout from your session
Get the auth token from our website
Usage:
Options:
--help: Show this message and exit.
visionai auth status¶
Check login status
Check the current login system.
Usage:
Options:
--help: Show this message and exit.
visionai camera¶
Manage cameras
An organization can have multiple cameras that are installed at different places. They may be from different vendors and/or maybe using different security surveillance software. Most cameras however do support RTSP, RTMP or HLS streams as an output. Please refer to your camera vendor documentation to find this out. This module will help you onboard those cameras on visionai systems by using a simple named instance for each camera.
Usage:
Options:
--help: Show this message and exit.
Commands:
add: Add a named camera instance Add a camera as a...add-scenario: Add a scenario for a camera Add an individual...list: List available cameras Print cameras...list-scenario: List scenarios configured for a cameralist-scenarios: List scenarios configured for a camerapreview: Preview the camera system View the camera...remove: Remove a camera from the system Specify a...remove-scenario: Remove a scenario from a camera Specify a...reset: Reset all camera configuration.
visionai camera add¶
Add a named camera instance
Add a camera as a named instance in the system. For adding a camera we support RTSP, HLS, HTTP(S) systems. To add a camera you need to provide a name for the camera, URI for the camera (including any username/password within the URI itself), description for camera (about its location, where its pointing, who is the vendor etc.).
Before the camera is added - we need to test out if the camera instance is valid. We need to be able to read from the camera and calculate its FPS. Show this information on the screen.
Usage:
Options:
--name TEXT: Camera Name [required]--uri TEXT: URI for camera [required]--description TEXT: Description [required]--help: Show this message and exit.
visionai camera add-scenario¶
Add a scenario for a camera
Add an individual scenario to be run for a camera. Specify the names for scenario and camera.
Usage:
Options:
--camera TEXT: camera name [required]--scenario TEXT: scenario name [required]--help: Show this message and exit.
visionai camera list¶
List available cameras
Print cameras available in the system and the scenarios / routines that are set up for them.
Usage:
Options:
--help: Show this message and exit.
visionai camera list-scenario¶
List scenarios configured for a camera
Usage:
Options:
--camera TEXT: Camera name [default: ]--help: Show this message and exit.
visionai camera list-scenarios¶
List scenarios configured for a camera
Usage:
Options:
--camera TEXT: Camera name [default: ]--help: Show this message and exit.
visionai camera preview¶
Preview the camera system
View the camera feed, review FPS etc available for camera.
Usage:
Options:
--name TEXT: camera name to preview [required]--help: Show this message and exit.
visionai camera remove¶
Remove a camera from the system
Specify a named camera that needs to be removed from the system. Once removed, all the scenarios and pre-process routines associated with the camera will be removed.
Usage:
Options:
--name TEXT: [default: Camera name]--help: Show this message and exit.
visionai camera remove-scenario¶
Remove a scenario from a camera
Specify a named scenario that needs to be removed from the system. Once removed, all the scenarios and pre-process routines associated with the scenario will be removed.
Usage:
Options:
--camera TEXT: camera [required]--scenario TEXT: scenario name [required]--help: Show this message and exit.
visionai camera reset¶
Reset all camera configuration.
All cameras and their scenarios would be removed from the system. Any earlier configuration is backed up as a timed json backup file.
Usage:
Options:
--confirm / --no-confirm: Confirm delete [default: False]--help: Show this message and exit.
visionai cameras¶
... alias for camera
Usage:
Options:
--help: Show this message and exit.
Commands:
add: Add a named camera instance Add a camera as a...add-scenario: Add a scenario for a camera Add an individual...list: List available cameras Print cameras...list-scenario: List scenarios configured for a cameralist-scenarios: List scenarios configured for a camerapreview: Preview the camera system View the camera...remove: Remove a camera from the system Specify a...remove-scenario: Remove a scenario from a camera Specify a...reset: Reset all camera configuration.
visionai cameras add¶
Add a named camera instance
Add a camera as a named instance in the system. For adding a camera we support RTSP, HLS, HTTP(S) systems. To add a camera you need to provide a name for the camera, URI for the camera (including any username/password within the URI itself), description for camera (about its location, where its pointing, who is the vendor etc.).
Before the camera is added - we need to test out if the camera instance is valid. We need to be able to read from the camera and calculate its FPS. Show this information on the screen.
Usage:
Options:
--name TEXT: Camera Name [required]--uri TEXT: URI for camera [required]--description TEXT: Description [required]--help: Show this message and exit.
visionai cameras add-scenario¶
Add a scenario for a camera
Add an individual scenario to be run for a camera. Specify the names for scenario and camera.
Usage:
Options:
--camera TEXT: camera name [required]--scenario TEXT: scenario name [required]--help: Show this message and exit.
visionai cameras list¶
List available cameras
Print cameras available in the system and the scenarios / routines that are set up for them.
Usage:
Options:
--help: Show this message and exit.
visionai cameras list-scenario¶
List scenarios configured for a camera
Usage:
Options:
--camera TEXT: Camera name [default: ]--help: Show this message and exit.
visionai cameras list-scenarios¶
List scenarios configured for a camera
Usage:
Options:
--camera TEXT: Camera name [default: ]--help: Show this message and exit.
visionai cameras preview¶
Preview the camera system
View the camera feed, review FPS etc available for camera.
Usage:
Options:
--name TEXT: camera name to preview [required]--help: Show this message and exit.
visionai cameras remove¶
Remove a camera from the system
Specify a named camera that needs to be removed from the system. Once removed, all the scenarios and pre-process routines associated with the camera will be removed.
Usage:
Options:
--name TEXT: [default: Camera name]--help: Show this message and exit.
visionai cameras remove-scenario¶
Remove a scenario from a camera
Specify a named scenario that needs to be removed from the system. Once removed, all the scenarios and pre-process routines associated with the scenario will be removed.
Usage:
Options:
--camera TEXT: camera [required]--scenario TEXT: scenario name [required]--help: Show this message and exit.
visionai cameras reset¶
Reset all camera configuration.
All cameras and their scenarios would be removed from the system. Any earlier configuration is backed up as a timed json backup file.
Usage:
Options:
--confirm / --no-confirm: Confirm delete [default: False]--help: Show this message and exit.
visionai device¶
Manage device features
Since scenarios run on individual edge-devices, and we don't have enough control over the CPU, Memory, GPU statistics - it is imperative that we have strong methods for validating if a scenario can run on a chosen platform. This module provides many utilities to check CPU, Memory and GPU statistics for the edge device. We also provide an Azure Managed service where these scenarios can be configured and run on your premise on pre-validated VM machines.
Usage:
Options:
--help: Show this message and exit.
Commands:
list: List available devices Get a list of all...modules: List running modules on the device Again this...select: Select a device Not sure why is this needed...stats: Machine health (GPU/Mem stats) Show machine...
visionai device list¶
List available devices
Get a list of all available [processing] devices
Usage:
Options:
--help: Show this message and exit.
visionai device modules¶
List running modules on the device
Again this does not make much sense at this time. Let's revisit.
Usage:
Options:
--help: Show this message and exit.
visionai device select¶
Select a device
Not sure why is this needed at this time.
Usage:
Arguments:
DEVICE: [required]
Options:
--help: Show this message and exit.
visionai device stats¶
Machine health (GPU/Mem stats)
Show machine health (GPU/memory stats). This can be used to determine if more scenarios can be run on the machine or not.
Usage:
Options:
--help: Show this message and exit.
visionai devices¶
... alias for device
Usage:
Options:
--help: Show this message and exit.
Commands:
list: List available devices Get a list of all...modules: List running modules on the device Again this...select: Select a device Not sure why is this needed...stats: Machine health (GPU/Mem stats) Show machine...
visionai devices list¶
List available devices
Get a list of all available [processing] devices
Usage:
Options:
--help: Show this message and exit.
visionai devices modules¶
List running modules on the device
Again this does not make much sense at this time. Let's revisit.
Usage:
Options:
--help: Show this message and exit.
visionai devices select¶
Select a device
Not sure why is this needed at this time.
Usage:
Arguments:
DEVICE: [required]
Options:
--help: Show this message and exit.
visionai devices stats¶
Machine health (GPU/Mem stats)
Show machine health (GPU/memory stats). This can be used to determine if more scenarios can be run on the machine or not.
Usage:
Options:
--help: Show this message and exit.
visionai model¶
Serve models
Before we can run any scenarios - the models necessary for them must be ready. We use Triton inference server to make the best use of GPU/CPU resources available on the machine in order to serve our models. Any models that are available in models-repo folder would be served after this (TODO - only serve models configured in scenarios).
Usage:
Options:
--help: Show this message and exit.
Commands:
check: Check model-server status & print helpful...serve: Start serving all available models.start: Start serving all available models.status: Show the status of serving models Shows how...stop: Stop serving all models.
visionai model check¶
Check model-server status & print helpful debug info.
TODO: Goal of the check command is to identify any configuration/dependency issues that we can inform to user that he can fix on his end. This could be like missing dependency, missing software package, missing driver details etc.
- Check if model-server is running or not.
- Check if triton-client can access model-server
- Check what are the models served
- Print all of this in a pretty manner [checkbox based]
- Check container logs & show them here.
- grep container logs for common errors & highlight that in output
Usage:
Options:
--help: Show this message and exit.
visionai model serve¶
Start serving all available models.
All models present in the models-repo/ will be served. We use triton inference server to serve them. The triton server will be at http://localhost:8000, grpc://localhost:8001.
Please make sure these two ports are not used by anyone else.
Usage:
Options:
--help: Show this message and exit.
visionai model start¶
Start serving all available models.
All models present in the models-repo/ will be served. We use triton inference server to serve them. The triton server will be at http://localhost:8000, grpc://localhost:8001.
Please make sure these two ports are not used by anyone else.
Usage:
Options:
--help: Show this message and exit.
visionai model status¶
Show the status of serving models
Shows how many models are being served, metrics for the models etc.
Usage:
Options:
--help: Show this message and exit.
visionai model stop¶
Stop serving all models.
This method will stop serving all models. Any inference running will all be stopped as well.
Usage:
Options:
--help: Show this message and exit.
visionai models¶
... alias for model
Usage:
Options:
--help: Show this message and exit.
Commands:
check: Check model-server status & print helpful...serve: Start serving all available models.start: Start serving all available models.status: Show the status of serving models Shows how...stop: Stop serving all models.
visionai models check¶
Check model-server status & print helpful debug info.
TODO: Goal of the check command is to identify any configuration/dependency issues that we can inform to user that he can fix on his end. This could be like missing dependency, missing software package, missing driver details etc.
- Check if model-server is running or not.
- Check if triton-client can access model-server
- Check what are the models served
- Print all of this in a pretty manner [checkbox based]
- Check container logs & show them here.
- grep container logs for common errors & highlight that in output
Usage:
Options:
--help: Show this message and exit.
visionai models serve¶
Start serving all available models.
All models present in the models-repo/ will be served. We use triton inference server to serve them. The triton server will be at http://localhost:8000, grpc://localhost:8001.
Please make sure these two ports are not used by anyone else.
Usage:
Options:
--help: Show this message and exit.
visionai models start¶
Start serving all available models.
All models present in the models-repo/ will be served. We use triton inference server to serve them. The triton server will be at http://localhost:8000, grpc://localhost:8001.
Please make sure these two ports are not used by anyone else.
Usage:
Options:
--help: Show this message and exit.
visionai models status¶
Show the status of serving models
Shows how many models are being served, metrics for the models etc.
Usage:
Options:
--help: Show this message and exit.
visionai models stop¶
Stop serving all models.
This method will stop serving all models. Any inference running will all be stopped as well.
Usage:
Options:
--help: Show this message and exit.
visionai pipeline¶
Manage pipelines
Pipeline is a sequence of preprocess routines and scenarios to be run on a given set of cameras. Each pipeline can be configured to run specific scenarios - each scenario with their own customizations for event notifications. This module provides robust methods for managing pipelines, showing their details, adding/remove cameras from pipelines and running a pipeline.
Usage:
Options:
--help: Show this message and exit.
Commands:
add-camera: Add a camera to a pipeline Each pipeline...add-preprocess: Add a preprocess routine to a pipeline...add-scenario: Add a scenario to a pipeline The order of the...create: Create a named pipeline Create a named...remove-camera: Remove a camera from a pipeline This method...reset: Reset the pipeline to original state.run: Run a pipeline of scenarios on given cameras...show: Show details of a pipeline Show what is...
visionai pipeline add-camera¶
Add a camera to a pipeline
Each pipeline consists of a bunch of scenarios to run and which cameras they need to be run on. This method allows the user to add one or more named camera instance to a pipeline. Please note the camera instance has to be created prior to adding it here.
add a camera¶
$ visionai camera add --name OFFICE-01 --uri https://youtube.com
add camera to pipeline¶
$ visionai pipeline --name test_pipe add-camera --name OFFICE-01
@arg pipeline - specify a named pipeline @arg camera - specify name of the camera to add
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--camera TEXT: camera to add [required]--help: Show this message and exit.
visionai pipeline add-preprocess¶
Add a preprocess routine to a pipeline
Preprocessing tasks are run prior to scenarios. The order in which multiple preprocess tasks are added does not matter. All added preprocess routines are executed in different threads.
$ visionai pipeline --name test_pipe add-preprocess --name face-blur
$ visionai pipeline --name test_pipe add-preprocess --name text-blur
$ visionai pipeline --name test_pipe show
$ visionai pipeline --name test_pipe run
@arg pipeline - specify a named pipeline @arg preprocess - specify name of the preprocess task to run
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--preprocess TEXT: preprocess routine to add [required]--help: Show this message and exit.
visionai pipeline add-scenario¶
Add a scenario to a pipeline
The order of the scenarios does not matter. All added scenarios are run in different threads. All scenarios are run after pre-processing stage is done.
$visionai pipeline --name test_pipe add-scenario --name smoke-and-fire
$visionai pipeline --name test_pipe add-scenario --name ppe-detection
$visionai pipeline --name test_pipe run
@arg pipeline - specify a named pipeline @arg scenario - specify name of the scenario to run
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--scenario TEXT: scenario to add [required]--help: Show this message and exit.
visionai pipeline create¶
Create a named pipeline
Create a named pipeline. Pipeline is a list of scenarios to be run for specific cameras. The flow is as follows. Create a pipeline using:
visionai pipeline create --name test_pipe
visionai pipeline add-scenario --pipeline test_pipe --name smoke-and-fire
visionai pipeline add-scenario --pipeline test_pipe --name ppe-detection
visionai pipeline add-preprocess --pipeline test_pipe --name face-blur
visionai pipeline add-preprocess --pipeline test_pipe --name text-blur
visionai pipeline add-scenario --pipeline test_pipe --name max-occupancy
visionai pipeline show --pipeline test_pipe
visionai pipeline add-camera --pipeline test_pipe --name CAMERA-01
visionai pipeline add-camera --pipeline test_pipe --name CAMERA-02
visionai pipeline show --pipeline test_pipe
visionai pipeline run --pipeline test_pipe
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--name TEXT: pipeline name [required]--help: Show this message and exit.
visionai pipeline remove-camera¶
Remove a camera from a pipeline
This method can be used to remove a camera from a pipeline.
$ visionai pipeline --name test_pipe remove-camera --name OFFICE-01
@arg pipeline - specify a named pipeline @arg camera - specify name of the camera to remove
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--camera TEXT: camera to remove [required]--help: Show this message and exit.
visionai pipeline reset¶
Reset the pipeline to original state.
Deletes all cameras, scenarios and scenario configuration from the pipeline. Its as if the pipeline has been deleted and created from scratch again.
$ visionai pipeline --name test_pipe reset
@arg pipeline - pipeline to reset
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--help: Show this message and exit.
visionai pipeline run¶
Run a pipeline of scenarios on given cameras
Specify different scenarios to run on one or more cameras. This method can be directly used to specify scenarios and cameras directly. Else you can configure a named pipeline and then run it here.
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--pipeline TEXT: Pipeline to run [required]--help: Show this message and exit.
visionai pipeline show¶
Show details of a pipeline
Show what is configured in the current pipeline.
$ visionai pipeline --name test_pipe show
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--help: Show this message and exit.
visionai pipelines¶
... alias for pipeline
Usage:
Options:
--help: Show this message and exit.
Commands:
add-camera: Add a camera to a pipeline Each pipeline...add-preprocess: Add a preprocess routine to a pipeline...add-scenario: Add a scenario to a pipeline The order of the...create: Create a named pipeline Create a named...remove-camera: Remove a camera from a pipeline This method...reset: Reset the pipeline to original state.run: Run a pipeline of scenarios on given cameras...show: Show details of a pipeline Show what is...
visionai pipelines add-camera¶
Add a camera to a pipeline
Each pipeline consists of a bunch of scenarios to run and which cameras they need to be run on. This method allows the user to add one or more named camera instance to a pipeline. Please note the camera instance has to be created prior to adding it here.
add a camera¶
$ visionai camera add --name OFFICE-01 --uri https://youtube.com
add camera to pipeline¶
$ visionai pipeline --name test_pipe add-camera --name OFFICE-01
@arg pipeline - specify a named pipeline @arg camera - specify name of the camera to add
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--camera TEXT: camera to add [required]--help: Show this message and exit.
visionai pipelines add-preprocess¶
Add a preprocess routine to a pipeline
Preprocessing tasks are run prior to scenarios. The order in which multiple preprocess tasks are added does not matter. All added preprocess routines are executed in different threads.
$ visionai pipeline --name test_pipe add-preprocess --name face-blur
$ visionai pipeline --name test_pipe add-preprocess --name text-blur
$ visionai pipeline --name test_pipe show
$ visionai pipeline --name test_pipe run
@arg pipeline - specify a named pipeline @arg preprocess - specify name of the preprocess task to run
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--preprocess TEXT: preprocess routine to add [required]--help: Show this message and exit.
visionai pipelines add-scenario¶
Add a scenario to a pipeline
The order of the scenarios does not matter. All added scenarios are run in different threads. All scenarios are run after pre-processing stage is done.
$visionai pipeline --name test_pipe add-scenario --name smoke-and-fire
$visionai pipeline --name test_pipe add-scenario --name ppe-detection
$visionai pipeline --name test_pipe run
@arg pipeline - specify a named pipeline @arg scenario - specify name of the scenario to run
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--scenario TEXT: scenario to add [required]--help: Show this message and exit.
visionai pipelines create¶
Create a named pipeline
Create a named pipeline. Pipeline is a list of scenarios to be run for specific cameras. The flow is as follows. Create a pipeline using:
visionai pipeline create --name test_pipe
visionai pipeline add-scenario --pipeline test_pipe --name smoke-and-fire
visionai pipeline add-scenario --pipeline test_pipe --name ppe-detection
visionai pipeline add-preprocess --pipeline test_pipe --name face-blur
visionai pipeline add-preprocess --pipeline test_pipe --name text-blur
visionai pipeline add-scenario --pipeline test_pipe --name max-occupancy
visionai pipeline show --pipeline test_pipe
visionai pipeline add-camera --pipeline test_pipe --name CAMERA-01
visionai pipeline add-camera --pipeline test_pipe --name CAMERA-02
visionai pipeline show --pipeline test_pipe
visionai pipeline run --pipeline test_pipe
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--name TEXT: pipeline name [required]--help: Show this message and exit.
visionai pipelines remove-camera¶
Remove a camera from a pipeline
This method can be used to remove a camera from a pipeline.
$ visionai pipeline --name test_pipe remove-camera --name OFFICE-01
@arg pipeline - specify a named pipeline @arg camera - specify name of the camera to remove
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--camera TEXT: camera to remove [required]--help: Show this message and exit.
visionai pipelines reset¶
Reset the pipeline to original state.
Deletes all cameras, scenarios and scenario configuration from the pipeline. Its as if the pipeline has been deleted and created from scratch again.
$ visionai pipeline --name test_pipe reset
@arg pipeline - pipeline to reset
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--help: Show this message and exit.
visionai pipelines run¶
Run a pipeline of scenarios on given cameras
Specify different scenarios to run on one or more cameras. This method can be directly used to specify scenarios and cameras directly. Else you can configure a named pipeline and then run it here.
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--pipeline TEXT: Pipeline to run [required]--help: Show this message and exit.
visionai pipelines show¶
Show details of a pipeline
Show what is configured in the current pipeline.
$ visionai pipeline --name test_pipe show
@arg pipeline - specify a named pipeline
@return None
Usage:
Options:
--pipeline TEXT: pipeline name [required]--help: Show this message and exit.
visionai scenario¶
Manage scenarios
An organization can have multiple scenarios that are installed at different places. They may be from different vendors and/or maybe using different security surveillance software. Most scenarios however do support RTSP, RTMP or HLS streams as an output. Please refer to your scenario vendor documentation to find this out. This module will help you onboard those scenarios on visionai systems by using a simple named instance for each scenario.
Usage:
Options:
--help: Show this message and exit.
Commands:
download: Download models for scenarios Ex: visionai...list: List all scenarios available List all...test: Run the scenario locally to test it out.
visionai scenario download¶
Download models for scenarios
Ex: visionai scenario download ppe-detection # download ppe-detection scenario Ex: visionai scenario download all # download all configured scenarios for the org Ex: visionai scenario download world # download all available scenarios
Download models for a given scenario, or download models for all scenarios that have been configured.
Usage:
Arguments:
NAME: [required]
Options:
--help: Show this message and exit.
visionai scenario list¶
List all scenarios available
List all scenarios available in the system. This includes scenarios that may or maynot be applied to any specific camera.
Usage:
Options:
--help: Show this message and exit.
visionai scenario test¶
Run the scenario locally to test it out.
- Download the model if not available.
- Pull the model server container image.
- Start the model server container with this model.
- Run inference with this model
Usage:
Arguments:
NAME: [required]
Options:
--camera TEXT: Camera name (default is webcam) [default: 0]--help: Show this message and exit.
visionai scenarios¶
... alias for scenario
Usage:
Options:
--help: Show this message and exit.
Commands:
download: Download models for scenarios Ex: visionai...list: List all scenarios available List all...test: Run the scenario locally to test it out.
visionai scenarios download¶
Download models for scenarios
Ex: visionai scenario download ppe-detection # download ppe-detection scenario Ex: visionai scenario download all # download all configured scenarios for the org Ex: visionai scenario download world # download all available scenarios
Download models for a given scenario, or download models for all scenarios that have been configured.
Usage:
Arguments:
NAME: [required]
Options:
--help: Show this message and exit.
visionai scenarios list¶
List all scenarios available
List all scenarios available in the system. This includes scenarios that may or maynot be applied to any specific camera.
Usage:
Options:
--help: Show this message and exit.
visionai scenarios test¶
Run the scenario locally to test it out.
- Download the model if not available.
- Pull the model server container image.
- Start the model server container with this model.
- Run inference with this model
Usage:
Arguments:
NAME: [required]
Options:
--camera TEXT: Camera name (default is webcam) [default: 0]--help: Show this message and exit.
visionai ui¶
Start/stop web-app
Start and stop the VisionAI web-app which can be a more intuitive way of managing cameras, pipelines and scenarios. Web-app also provides a live-stream view of the cameras.
Usage:
Options:
--help: Show this message and exit.
Commands:
start: Start web server Use this function to start...status: Web service status Use this function to get...stop: Stop web server Use this function to stop...
visionai ui start¶
Start web server
Use this function to start the web-service. Web service can be used for more intuitive configuration for the cameras and scenarios. Web-app is also the place to view event details, camera live-stream etc.
Usage:
Options:
--help: Show this message and exit.
visionai ui status¶
Web service status
Use this function to get the status of the web-service. (if its running or not. This function also prints diagnostic information like last few log messages etc.)
Usage:
Options:
--tail INTEGER: tail number of lines [default: 20]--help: Show this message and exit.
visionai ui stop¶
Stop web server
Use this function to stop already running web-service. There can be a single instance of the web-service supported currently. So there is no need for any arguments for this function.
Usage:
Options:
--web TEXT--help: Show this message and exit.
visionai web¶
... alias for ui
Usage:
Options:
--help: Show this message and exit.
Commands:
start: Start web server Use this function to start...status: Web service status Use this function to get...stop: Stop web server Use this function to stop...
visionai web start¶
Start web server
Use this function to start the web-service. Web service can be used for more intuitive configuration for the cameras and scenarios. Web-app is also the place to view event details, camera live-stream etc.
Usage:
Options:
--help: Show this message and exit.
visionai web status¶
Web service status
Use this function to get the status of the web-service. (if its running or not. This function also prints diagnostic information like last few log messages etc.)
Usage:
Options:
--tail INTEGER: tail number of lines [default: 20]--help: Show this message and exit.
visionai web stop¶
Stop web server
Use this function to stop already running web-service. There can be a single instance of the web-service supported currently. So there is no need for any arguments for this function.
Usage:
Options:
--web TEXT--help: Show this message and exit.