Build AI that sees and understands. We develop computer vision systems for quality inspection, document processing, object detection, and video analytics, from custom model training to edge deployment and production monitoring.
Proof-First Delivery
What We Offer
Each module is designed as a production block with integration boundaries, governance hooks, and measurable outcomes.
Real-time detection and tracking of objects in images and video streams. YOLO, Faster R-CNN, and DETR models fine-tuned for your specific objects — vehicles, products, defects, people, or custom categories.
Multi-class image classification for product categorization, defect detection, medical imaging, and content moderation. Transfer learning from ImageNet/CLIP with domain-specific fine-tuning.
Extract text, tables, and structured data from documents, invoices, receipts, and forms. Handwriting recognition, multi-language OCR, and intelligent document parsing with layout understanding.
Real-time video analysis for people counting, behavior detection, anomaly identification, and event recognition. Process RTSP streams, CCTV footage, and recorded video at scale.
Deploy vision models on NVIDIA Jetson, Raspberry Pi, mobile devices, and browsers. Model optimization with quantization, pruning, and TensorRT for real-time inference without cloud dependency.
Semantic and instance segmentation for precise pixel-level understanding. SAM-based interactive segmentation, background removal, and generative AI for image editing and synthesis.
We build vision systems that run 24/7 on factory floors and in production apps — not just Jupyter notebook demos. Proper error handling, drift detection, and monitoring included.
Transfer learning, data augmentation, synthetic data generation, and few-shot techniques. We achieve production accuracy even when labeled training data is limited.
Same model, optimized for your deployment target — cloud GPUs for batch processing, edge devices for real-time, or mobile for on-device inference. We handle the full optimization pipeline.
Model versioning, A/B testing, data drift monitoring, and automated retraining pipelines. Vision models that improve continuously with production data.
Delivery Proof
Selected engagements that show architecture depth, execution quality, and measurable business impact.
Delivery Advantages
Real-time detection and tracking of objects in images and video streams. YOLO, Faster R-CNN, and DETR models fine-tuned for your specific objects — vehicles, products, defects, people, or custom categories.
Multi-class image classification for product categorization, defect detection, medical imaging, and content moderation. Transfer learning from ImageNet/CLIP with domain-specific fine-tuning.
Extract text, tables, and structured data from documents, invoices, receipts, and forms. Handwriting recognition, multi-language OCR, and intelligent document parsing with layout understanding.
Real-time video analysis for people counting, behavior detection, anomaly identification, and event recognition. Process RTSP streams, CCTV footage, and recorded video at scale.
FAQ
Tell us about your visual inspection or image analysis needs — we'll design a computer vision solution with the right models, deployment strategy, and accuracy targets.