Junior/Middle Computer Vision/Machine Learning Engineer
COXIT
- Формат:
- повний remote
- Зарплата:
- $1 000 - $3 100 на місяць
- Рівень:
- junior
- Джерело:
- jobs.dou.ua
Що робити
- Contribute to the development of a render-to-plan pipeline for converting 3D floor plan renderings into simplified 2D measurement-ready layouts.
- Implement and improve CV/ML approaches for room segmentation, boundary detection, polygon extraction, room classification, and space labeling.
- Work with different types of floor plan imagery, including top-down plans, oblique renders, dollhouse-style layouts, and low-quality marketing images.
- Assist in estimating room-level areas using geometry, OCR, metadata, and heuristic-based approaches.
- Participate in evaluating model outputs and improving pipeline quality and reliability.
Що очікуємо
- 1–3 years of hands-on experience in Computer Vision/Machine Learning.
- Practical experience with image segmentation, object detection, image preprocessing, and geometry-based computer vision.
- Experience with OpenCV and familiarity with classical computer vision techniques.
- Exposure to modern segmentation and detection architectures such as YOLO, U-Net, SegFormer, Detectron2, SAM, or similar.
- Good Python programming skills.
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