Vision Models

Deploy detection, segmentation, OCR, and visual search models with real-time performance and edge readiness. Built for scale, accuracy, and reliability.

Try Vision API View Demos

Model Families

Object Detection

Multi-class detection with low latency for live video streams.

Segmentation

Pixel-accurate segmentation for medical, industrial, and retail use.

OCR + Document AI

Extract and structure text with layout intelligence.

Visual Search

Similarity search across millions of images with vector indexing.

Face & ID

Secure verification with liveness and anti-spoofing checks.

Video Analytics

Track objects and events across frames with temporal reasoning.

Pipeline Architecture

Preprocessing & Augmentation

Automatic normalization, distortion correction, and adaptive resizing.

Augmentation policies tuned for your domain and edge constraints.

[VIDEO: Preprocessing pipeline]

Inference & Tracking

Optimized inference with streaming outputs and multi-object tracking.

Latency-aware scheduling for live video workloads.

[IMG: Real-time detection overlay]

Edge Deployment

Export models to edge devices with quantization and pruning.

Update models remotely with secure over-the-air delivery.

[IMG: Edge deployment console]

Use Cases

Manufacturing QA

Detect defects in real time across production lines.

Retail Analytics

Footfall analysis, shelf monitoring, and loss prevention.

Healthcare Imaging

Assist radiology with triage and measurement automation.

Smart Cities

Traffic monitoring, incident detection, and public safety.

Logistics

Parcel inspection, barcode OCR, and damage detection.

Agriculture

Crop health monitoring and yield prediction from aerial imaging.