Custom Training
Create your own custom object detection models without code.
The Custom Training tool allows users to create fully customized object detection models from the VSaaS.ai web interface, without any machine learning knowledge. The complete workflow includes uploading images from IP cameras, labeling objects with bounding boxes, defining custom classes, configuring training hyperparameters, and launching the process with one click. Ideal for detecting industry-specific objects not covered by the 46 standard analytics.
Core Features
Discover the capabilities that make this tool indispensable for your operation.
Batch Image Upload
Drag and upload images directly from your IP cameras organized by batches with date and description.
Visual Labeling
Annotation tool with bounding boxes: draw, select, and classify objects directly on images.
Custom Classes
Define the object classes you need to detect (e.g., empty-slot, product-A, helmet, PPE) with unlimited categories.
Auto-Labeling
Automatic mode that pre-labels images using existing models to accelerate the annotation process.
Training Configuration
Adjust model size (S/M/L), epochs, batch size, image size, and train/val percentage.
One-Click Training
Launch custom model training with a single click and monitor progress in real time.
Key Benefits
Technical Specs
| Supported task | Object detection (DET) |
| Model sizes | S (small), M (medium), L (large) |
| Image size | 640px (configurable) |
| Epochs | Configurable (default: 50) |
| Batch size | Configurable (default: 8) |
| Train/Val split | 80/20 (configurable) |
| Image formats | JPG, PNG from IP cameras |
Use Cases
Real-world scenarios where this tool delivers value for your organization.
Retail — Empty Shelf Detection
Store chain trains a model to detect 'empty-slots' on product shelves, automating visual inventory control with existing cameras.
Industry — Custom PPE
Industrial plant trains a model to detect their specific protective equipment (logo helmets, corporate color vests) that generic models don't recognize.
Agriculture — Pest Detection
Agricultural company trains a model to identify specific types of pests or diseases in crops using field camera images.
Logistics — Packages & Containers
Distribution center trains a model to classify package types, detect container damage, and verify shipping labels.
Ready to implement Custom Training?
Schedule a personalized demo and discover how this tool can transform your video analytics operation.