Senior Computer Vision/Machine Learning Engineer
- Зарплата:
- $3 200 - $4 800 на місяць
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Design and implement a render-to-plan pipeline for converting 3D floor plan renderings into simplified 2D measurement-ready layouts.
- Develop CV/ML approaches for room segmentation, boundary detection, polygon extraction, room classification, and space labeling.
- Work with complex visual inputs including top-down plans, oblique renders, dollhouse-style layouts, and low-quality marketing imagery.
- Estimate room-level areas using geometry, OCR, scale evidence, metadata, and heuristic-based validation approaches.
- Define evaluation logic, confidence scoring, and quality metrics for pipeline outputs.
Що очікуємо
- 5+ years of hands-on experience in Computer Vision/Machine Learning.
- Strong practical experience with image segmentation, object detection, image preprocessing, and geometry-based computer vision.
- Experience with OpenCV and classical computer vision techniques.
- Experience with modern segmentation and detection architectures such as YOLO, U-Net, SegFormer, Detectron2, SAM, or similar.
- Strong Python engineering skills.
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