Capabilities Architecture Compliance Request Evaluation
Architecture

How it works.

Simple and secure. You send images, we train a model, you get an API to use.

01

You Upload Images

Send us photos or video of what you want detected. Your data is encrypted and stays private — we never share or reuse your images.

02

We Annotate & Train

We mark up each image exactly how you need it (coordinate detection or pixel-level segmentation). Then we train a detection model until it meets your accuracy target.

03

You Get an API

The model is hosted and ready to use. Send an image to the API, get back detections instantly. We handle all the servers and maintenance.

What You Get

Fast, accurate, and easy to integrate.

Your model runs in real-time. We show you confidence scores so you know how sure the model is about each detection.

You decide the accuracy requirements. We make sure the model meets them before we hand it over.

inference_pipeline_v2.json Active 
{
  "engine": "D-FINE-Object-Detection",
  "status": "evaluating_stream",
  "metrics": {
    "iou_threshold": 0.65,
    "map_50_95": 0.542,
    "false_negative_ceiling": 0.00
  },
  "classes_evaluated": [
    "surface_fissure",
    "edge_burr",
    "dimensional_drift",
    "fpi_indication"
  ],
  "hardware_status": "Multi-GPU Ready"
}

Want the full architecture brief?

We map deployment topology to your hardware and compliance envelope.

Request Evaluation →