Computer Vision Platform calibrx.io
CalibrX — camera calibration
Camera calibration as a service: intrinsics, distortion, and pose measured through an SDK/API flow instead of weeks of research chores.
Selected & ongoing work
All projects
Production computer vision and machine learning across medical imaging, agriculture, remote sensing, and sports — from research through deployed APIs.
Medical / AgriTech USA
Bovine Embryo Health Assessment — Multi-Model
Multi-model bovine embryo assessment for grade, stage, pregnancy, and sex prediction from 30-second clips — with production-ready validation.
AgriTech USA
BovEye — cattle detection
A 4-channel RGBN detection pipeline for aerial livestock monitoring: patch-embedding surgery, calibrated band normalization, and threshold-sweep evaluation.
Sports Analytics Switzerland
CrackFinder — equestrian analysis
A modular ML pipeline for equestrian parcours analysis — jump detection, SAM3 horse segmentation, and horse-level prediction, end-to-end from a raw video.
Remote Sensing AgriTech
Satellite crop segmentation
Field-boundary and crop segmentation across 21 agricultural sites from satellite imagery — delivered end-to-end, from dataset construction to model handoff.
Sports Analytics Indoor Hockey
Hockey Vision — tactical map
Detection and tracking of five classes — two teams, both goalkeepers, referee — from a fisheye stream, projected onto a live 2D tactical map with real-time team heatmaps.
Security AI Human movement
Moving / Stopped Persons Detection
Open-source real-time and post-event human movement analysis, classifying people as moving, stopped, or under-processing with YOLO and Roboflow Supervision.
AgriTech ML Pipeline
AgSolaire — seed weight estimation
Non-invasive seed-group weighing from a single image — YOLOv5 detection, SAM2 segmentation, and nine morphological features feeding an XGBoost regressor.
Medical Imaging Digital Pathology
Pathology artifact segmentation
Instance segmentation of 11 artifact types in whole-slide pathology images — dust, pen, folds, air bubbles, scratches — with YOLO11x-seg, rebuilt to beat the client's baseline.
Sports Analytics Broadcast
Padel match analytics
Padel Vision v2 turns one match recording into broadcast analytics with RF-DETR segmentation, ByteTrack IDs, and a scaled 2D tactical map.
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