Computer Vision & OCR
Turn images, video, and documents into structured evidence with production-ready pipelines.
Computer vision that survives messy inputs
From satellite imagery analysis to automated invoice processing, we build vision models that solve high-stakes operational challenges with measurable precision.
Object Detection
Real-time detection and tracking for industrial, medical, and environmental use cases.
Doc Intelligence
Custom OCR pipelines that extract structured data from complex forms, tables, and receipts.
Image Segmentation
Pixel-level classification for medical imaging and geospatial analysis using SAM2 and custom heads.
Our Vision Pipeline
Preprocessing
Image normalization and dataset balancing for robust models.
Model Selection
Choosing the right architecture (YOLO, ViT, SAM) for the task.
Training
Optimizing for precision/recall benchmarks based on constraints.
Post-processing
Refining outputs and integrating with business workflows.
Why teams bring Ethix into production
We start with the business problem, ship in milestones, and leave behind systems your team can own after launch.