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Computer Vision and Augmented Reality Developer

Gsource Technology Pvt Ltd , Pune · gsourcedata.com · Full-time employment · Programming

- Experience with feature extraction, feature detection, object tracking, classification, recognition, scene understanding, depth analysis.

- Experience in understanding and implementation of ML techniques: SVM, boosting, K-means, KNN, HMM, GMM, Ensemble classifier, deep learning [Variational Autoencoders] etc.

- International publications in relevant fields in top-tier conferences and journals.

- Extremely Strong and sound mathematical understanding of Computer Vision and Photogrammetry algorithms.

- Up-to-date knowledge and understanding of recent trends in machine learning/vision.

- Texture and Shader programming using OpenGL.

- Strong experience in image/video processing techniques, particularly for image/video analysis and enhancement

- Strong experience in software engineering, with a good understanding of software architecture, optimization, and programming patterns and paradigms.

- Experienced with prototyping computer vision algorithms in C/C++/C#, OpenCV, Matlab, Python.

- Working with Augmented Reality IDE's like Unity, Android Studio(SDK/NDK), Unreal, 6D.ai etc.

 - Research and development of algorithms for image and video processing.

Algorithms like SLAM, SFM, Single View Geometry, Triangulation Techniques, SIFT, RANSAC, Feature Detection, Feature Extraction, Depth-Sensing etc . to extract rich and detailed context from images and videos.

- Implementing a novel computer vision and machine learning techniques.

- Improving performance and extending capabilities of existing products.

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