About

Advanced computer vision solutions for image recognition, object detection, and visual analytics. Perfect for automation, security, and quality control applications.

Features

1. Object Detection

Real-time identification and localization of objects in images and video streams.

2. Image Classification

Categorize images into predefined classes with confidence scores and explanations.

3. Facial Recognition

Detect, verify, and identify faces with privacy-preserving options and liveness detection.

4. OCR & Document Processing

Extract text from images, PDFs, and handwritten documents with structured output.

5. Video Analytics

Motion detection, object tracking, and event recognition in video feeds.

Technical Development

Image Processing Pipeline

• Preprocessing
  Image normalization, augmentation, and resize operations for model input preparation
• Model Inference
  GPU-accelerated inference with batching and model optimization (TensorRT, ONNX)
• Post-Processing
  Non-max suppression, confidence filtering, and bounding box refinement

Deployment Architecture

• Edge Deployment
  Optimized models for edge devices with reduced latency and offline capability
• Cloud Scaling
  Auto-scaling inference endpoints with load balancing and queue management
• Monitoring
  Model performance tracking, drift detection, and accuracy monitoring in production