Computer Vision Engineer
3 weeks ago
Job Description :
Join us in driving the future of generative design You'll play a key role in our real-time 3D BIM generation and computer vision (CV) initiatives, working closely with the platform team and founders. If you're passionate about solving complex challenges, unafraid to experiment with bold ideas, and eager to push the boundaries of innovation, we'd love to have you on board.
What You'll Do :
1. Develop and refine cutting-edge computer vision and deep learning techniques for object detection, classification, and segmentation.
2. Conduct research to enhance machine perception and image context understanding.
3. Design novel real-time 3D scene understanding algorithms.
4. Prototype and implement techniques for generating 2D/3D BIM models from images and PDFs.
Qualifications & Skills :
1. 3+ years of experience in Computer Vision or 3D generation/design, or equivalent technical projects.
2. Strong programming skills in Python/C++, with experience using computer vision libraries such as OpenCV, TensorFlow, and PyTorch.
3. Solid understanding of image analysis, machine learning, information theory, and 3D geometry.
4. Expertise in deep learning architectures, including CNNs, RNNs, and GANs.
5. Experience in data preprocessing, augmentation, and annotation for CV tasks.
6. Proven ability to deploy computer vision models in production environments.
7. Above all, a deep passion for the 3D world, a hunger to learn fast, and a drive to solve complex problems.
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