Capabilities
Vision AI we deliver
Object Detection & Tracking
Real-time object detection using YOLOv8, RT-DETR, and Detectron2 with multi-object tracking pipelines that achieve sub-20ms inference for surveillance, retail analytics, and autonomous systems.
Image Classification
High-accuracy models built on EfficientNet, ConvNeXt, and Vision Transformers, trained on your labeled data to categorize products, detect defects, or identify medical conditions.
OCR & Document Intelligence
Extract structured data from invoices, receipts, forms, and handwritten notes using PaddleOCR, Tesseract, and custom document understanding models with layout-aware parsing.
Video Analytics
Process live and recorded video for action recognition, anomaly detection, crowd counting, and event triggering using temporal CNNs and video transformers.
Edge Deployment
Optimize and deploy vision models on NVIDIA Jetson, Raspberry Pi, and mobile using TensorRT, ONNX Runtime, and CoreML for real-time inference without cloud dependency.
Custom Model Development
Train bespoke vision models in PyTorch or TensorFlow tailored to your unique visual domain — from satellite imagery analysis to microscopy — with active learning loops to minimize labeling costs.
How we build it
Data Collection & Annotation
We set up image and video capture pipelines, manage annotation workflows using CVAT or Label Studio, and apply augmentation strategies to build robust, balanced training datasets.
Model Architecture & Training
Our engineers select and customize architectures — YOLO for speed, Mask R-CNN for segmentation, ViT for classification — then train with mixed-precision on GPU clusters using PyTorch Lightning.
Optimization & Validation
We prune, quantize, and distill models to meet your latency and hardware targets, then validate against held-out test sets measuring mAP, F1, and domain-specific accuracy thresholds.
Integration & Production Monitoring
Deploy via REST APIs, edge containers, or embedded SDKs with real-time performance dashboards, data drift detection, and automated retraining triggers to keep accuracy high over time.
Give Your Systems
the Power of Sight
From prototype to production, we deliver computer vision solutions that see what matters and act on it in real time.
Schedule a CallReal words from the colleagues and collaborators We've partnered with.
Reviews
Founder & CEO, Sokrateque.ai
Tjaco Walvis
“Xpiderz has been instrumental in bringing Sokrateque.ai to life. Their team built advanced multi-agent systems, integrated Power BI with LLMs, and delivered a seamless data exploration pipeline that exceeded our expectations. Their deep understanding of AI, automation, and scalable architectures helped us unlock real value from our product. We're incredibly satisfied with their work and highly recommend them.”