Computer Vision
Computer Vision enables machines to interpret and understand the visual world by processing digital images and videos. At VraagX, we develop advanced computer vision solutions that power automation, surveillance, inspection, and visual recognition across industries. Whether it's detecting defects, identifying faces, or analyzing motion patterns—our models deliver high accuracy and real-time performance. By leveraging deep learning, edge AI, and cloud deployment, we provide scalable and adaptable computer vision systems tailored to specific business needs—from smart cities to healthcare, retail, and manufacturing.
Key Features
- Object Detection & Tracking – Identify, locate, and follow objects across frames in real-time.
- Image Classification – Categorize images into classes using pre-trained or custom CNNs.
- Facial Recognition – Detect and authenticate faces with high precision and privacy controls.
- Semantic & Instance Segmentation – Understand object boundaries and labels for scene analysis.
- OCR & Text Extraction – Convert images or scanned documents into editable text using AI.
- Edge Deployment – Run models on low-latency edge devices with minimal compute power.
Computer Vision Use Cases
Detect surface defects, anomalies, and assembly issues in real time. Reduces wastage, increases precision, and lowers inspection costs.
Track footfall, detect product interactions, and analyze shopper behavior. Enables data-driven store layouts and personalized marketing.
Automate radiology and pathology tasks using medical image analysis. Supports early detection and assists clinical decision-making.
Recognize faces, license plates, and suspicious activities in video feeds. Enhances safety and automates monitoring tasks.
Use drones and CV to monitor crops, detect pests, or track wildlife. Increases yield, saves time, and ensures ecological balance.
Why Partner with Us
From dataset collection to model training and deployment, we manage every phase of your computer vision project. Ensures reliability, speed, and transparency throughout.
Build once and scale infinitely with cloud-based inference and edge optimization. Supports both on-prem and global deployments.
Models fine-tuned for your industry and challenges. Achieves higher accuracy and business relevance.
Build functional MVPs quickly to validate use cases before full rollout. Enables faster go-to-market and lower risk.
Ensure full compliance with data protection regulations like GDPR and HIPAA. Follows best practices in AI governance and responsible AI.
Integrate dashboards and analytics to monitor predictions and system behavior. Gain insight into AI accuracy, drift, and confidence levels.
Technologies & Tools We Use
OpenCV, YOLOv5/v8, Detectron2, MMDetection, and MediaPipe. Accelerates detection, recognition, and tracking tasks.
PyTorch, TensorFlow, Keras, and ONNX. Train and deploy custom neural networks efficiently.
NVIDIA Jetson, AWS SageMaker, Azure AI, and Google Cloud Vision. Power real-time AI on both the cloud and the edge.
CVAT, Label Studio, Roboflow, and FiftyOne. Create high-quality training datasets with visual debugging.
Flask/FastAPI APIs, Firebase, WebSockets, and REST interfaces. Seamless integration with mobile, desktop, or embedded apps.
Our Engagement Models
Best suited for clearly defined CV applications and PoCs. Guarantees scope clarity and cost predictability.
Collaborate with a dedicated team of AI/ML engineers and vision experts. Ensures continuity and deeper domain understanding.
Subscription-based support for continuous optimization, updates, and model retraining. Keeps your system fresh and future-ready.
Deploy branded computer vision platforms tailored to your client base. Leverage our backend while owning the customer experience.
Let’s Build Vision Systems That See the Future
We design tailored computer vision systems aligned with your operational goals. Every solution is unique, reliable, and measurable.
Build quick demo apps or MVPs to test feasibility before scale. Save time and validate ROI faster.
Proven CV deployments across manufacturing, healthcare, logistics, and more. We bring cross-domain expertise to your project.
Ready to unlock the power of visual intelligence? Get in touch to explore how computer vision can transform your operations.