OMNIVISION CLASSIFIER (SMART OBJECT DETECTOR) (PRODUCT)

A lightweight and fast image classification model built on MobileNet, ideal for real-time object recognition tasks.

0 1 2 3

Description

Vision Intelligence

The OmniVision Classifier is an industrial-grade image recognition engine optimized for edge computing. Built on the MobileNetV2 architecture, it uses depthwise separable convolutions to provide high-speed classification with a tiny memory footprint.

Performance & Specs

  • Low-Latency: Designed for mobile and embedded systems (Raspberry Pi, Android, iOS).
  • Accuracy: Top-3 prediction logic ensures robust results even with overlapping classes.
  • Efficiency: Less than 20MB in size, making it the perfect "vision-on-the-go" solution.

Developer Notes

This version is provided in .tflite format for immediate deployment in mobile apps. It covers 1,000+ standard ImageNet categories.

Live Deployment Sandbox

Universal Object Identifier (MobileNet V2)
Vision Core Online

Upload image to identify 1000+ object categories via neural classification

API Integration Guide

curl --location 'https://api.aimodelplace.com/api/v1/predict' \
--header 'Authorization: Bearer YOUR_API_KEY' \
--form 'model_slug="omnivision-classifier-smart-object-detector_36"' \
--form 'file=@"/path/to/your/image.png"'

Successful response format (JSON):

{
    "success": true,
    "predictions": [
        {
            "label": "Golden Retriever",
            "confidence": 98.42
        },
        {
            "label": "Labrador Retriever",
            "confidence": 1.25
        },
        {
            "label": "Cocker Spaniel",
            "confidence": 0.32
        }
    ]
}

For more detailed parameters and SDK examples, visit our Full API Documentation.

Post Your Comments

Login to comment

Comments

Average Ratings