About this role
Develop and optimize computer vision pipelines to interpret architectural DWG drawings, using classical CV techniques and deep learning models for detection, segmentation, symbol recognition, and OCR; build preprocessing, rasterization/vectorization, augmentation and dataset pipelines and collaborate to integrate models into CAD/BIM workflows.
Skills for this role
Computer VisionOpenCVscikit-imageContour detectionEdge detectionShape matchingGeometric transformationsHough transformMorphological operationsCNNsU-NetMask R-CNNFaster R-CNNYOLODETRVision TransformersSAMOCRTesseractText recognitionPythonPyTorchTensorFlowGitCI/CDTestingDockerScalable inference deploymentDWGDXF''Vector graphics''Computational geometry''Dataset creation''Data Augment