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Research Division

Computer Vision

Image and video analysis powered by state-of-the-art deep learning models. We give machines the ability to see, understand, and act on visual information in real-time.

1B+
Images Analyzed
99.2%
Detection Accuracy
30fps
Real-time Processing
Edge
Deployment Ready

Overview

Computer Vision is revolutionizing how businesses interact with the visual world. At VESTLABZ AI Labs, we develop cutting-edge vision systems that can detect objects, recognize faces, understand scenes, and analyze video streams with superhuman precision.

From autonomous vehicles and security surveillance to medical imaging and quality control, our computer vision solutions are deployed across industries where visual understanding drives critical decisions. We specialize in both cloud-based processing and edge deployment for real-time applications.

Object Detection
Face Recognition
Segmentation
Video Analysis
3D Reconstruction
Biometrics

Our Capabilities

Object Detection & Tracking

Identify and track multiple objects across video frames in real-time. From vehicle counting to retail analytics.

Facial Analysis

Face detection, recognition, verification, and attribute analysis. Privacy-preserving solutions with consent-based systems.

Semantic Segmentation

Pixel-level understanding of images. Classify every pixel for precise scene understanding and boundary detection.

Medical Imaging AI

Analyze X-rays, CT scans, MRIs, and pathology slides. Assist radiologists with early detection and diagnosis.

Industrial Inspection

Automated visual quality control for manufacturing. Detect defects, measure dimensions, and ensure compliance.

Action Recognition

Understand human activities in video. Applications from sports analytics to security monitoring.

Industry Applications

1

Autonomous Systems

Perception systems for self-driving vehicles, drones, and robots. Multi-sensor fusion with LiDAR, radar, and camera data.

2

Security & Surveillance

Intelligent video analytics for threat detection, crowd management, license plate recognition, and perimeter security.

3

Retail & Commerce

Checkout-free stores, planogram compliance, customer behavior analysis, and inventory management with shelf monitoring.

4

Agriculture

Crop health monitoring via drone imagery, yield prediction, pest detection, and precision agriculture applications.

5

Augmented Reality

Real-time 3D scene understanding for AR/VR applications. SLAM, depth estimation, and environmental mapping.

Technology Stack

We leverage state-of-the-art architectures and optimized inference engines for production computer vision:

YOLO v8 Vision Transformers EfficientNet Detectron2 OpenCV TensorRT ONNX Runtime DeepStream SDK MediaPipe Segment Anything NVIDIA TAO OpenVINO

Research Highlights

Our computer vision research pushes boundaries at top academic venues:

CVPR 2023 - Real-Time 3D Scene Reconstruction

Novel monocular depth estimation achieving 15% improvement over baselines while running at 60fps on embedded devices. Enabling AR applications with single-camera 3D understanding.

Ready to Add Vision to Your Systems?

Let's explore how computer vision can automate visual inspection, enhance security, and unlock insights from your image and video data.

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