AI Model
If you don't see the Model page, please enable the Advanced View mode from the Setting page
The Model page allows you to manage models in ANSVIS Server that can be used for custom AI Tasks
When the ANSVIS server is first launch in your machine, AI model will take some time to optimize for your hardware
Unknown: Server is checking model status
Not optimized: Model is waiting for optimization turn
Being optimized: Model is being optimized, ANSVIS server will optimize model one at a time
Optimized: Model is optimized. AI Tasks can only run when the related models are optimized
Can't be optimized: Model that can't be optimized for current hardware but usable, though performance may reduce
Failed optimization: Model optimization failed. This can be due to corrupted engine, a clean reinstallation may required.
Built-in models
ANSVIS provides several built-in models which can be recognized by the built-in imported date, such as:
| Model Name | Description |
|---|---|
| ANS_GenericOD | Detects a wide range of general objects (people, vehicles, animals, etc.) |
| ANS_VehicleDetection | Detects and classifies various types of vehicles |
| ANS_WeaponDetection | Identifies presence of gun and heavy weapons |
| ANS_FireDetection | Detects visible fire and smoke originating from a fire |
| Facial Recognition | Identifies and verifies individual identities from face images |
| Face Detection | Locates human faces in video frames |
| License Plate Recognition | Recognizes alphanumeric license plates from vehicle images |
| OCR | Extracts printed text from captured images |
And more will be provided in future versions
User's Models
You can upload your new models to the ANSVIS Server:
- Browse to the model location and select the model file.
- Click**
Upload to Server**.
ANSTS models
The ANS Training Studio (ANSTS) allows users to train their own custom computer vision models (classification, object detection, etc.) and import them directly into ANSVIS. The ANSTS supports exporting models into CPU (OpenVINO) and GPU (TensorRT) formats.
ANSVIS Custom models
The ANSVIS Custom Function offers a structured framework for designing custom analytic functions, models, or pipelines to seamlessly integrate and execute within the ANSVIS Server environment, utilizing OpenCV 4.10.