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Posted by Indraneel Gupta
Hyderabad
2 - 4 yrs
₹4L - ₹6L / yr
OpenGL
Machine Learning (ML)
Image processing
OpenCV
Matlab
+2 more
The Computer Vision engineer will be required to build algorithms based on our existing product portfolio and develop cutting-edge solutions for the emerging requirements of our key markets.
The candidate will have the opportunity to interact and collaborate with our team of global Computer Vision experts in developing cutting-edge solutions to meet the dynamic nature of requirements for our customers.
Key Responsibilities:
a. Designing and implementing efficient computer vision algorithms for recognizing, tracking Human subjects within a controlled environment
b. Architecting algorithms to work onboard our hardware systems as well as in the cloud where appropriate.
c. Work together with our software development team to develop a scalable software solution
Required Experience
a. Minimum of 2-4 years of Relevant experience.
b. MS, or PhD in Computer Science, Applied Mathematics, or a related field.
c. Strong knowledge of the state-of-the-art in computer vision and machine learning algorithms with a solid understanding of OpenCV
d. Experience working with point cloud processing and Point Cloud Library (PCL)
e. Experience in optimization for computer vision (E.g. Semantic segmentation, depth reconstruction, scene flow)
f. Ability to write efficient and maintainable code
g. Solid understanding of C++ and/or Python, preferably in a Linux environment
h. Possess practical experience in TensorFlow, Caffe.
Desired Experience
a. Prior experience in working with depth sensors and 3D Reconstruction using computer vision, image processing techniques
b. Familiarity with the State-of-the-art in Computer vision and Deep Learning techniques
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Hyderabad
4 - 6 yrs
₹6L - ₹10L / yr
Matlab
C++
Image processing
Vision
C
Role:
To research, implement and test solutions based on computer vision to meet the requirements of the products developed at FR Tech.
Work in collaboration with and guidance of a senior computer vision lead and actively participate in the technical discussions while arriving at conclusive solutions.
Experience: 4-6 Years
Skills & Experience Required:
Experience in the field of Computer vision
Solid theoretical background in 3D/2D image processing, computer vision and machine learning
Experience in Computer vision for object recognition and tracking, image registration, Image calibration and correction
In-depth understanding of image processing algorithms, pattern recognition methods, and rule-based classifiers
Working experience in Deep-learning algorithms/approaches (Neural Networks), platforms like Caffe/Tensorflow and Matlab will be considered as an added advantage
Knowledge in Machine learning for pattern recognition
Knowledge in 3D, 2D and RGB-D imaging devices and their software integration with bigger systems
Ability to understand, optimize and debug imaging algorithms.
Should have experience on one of the programming languages such as C, C++, and Python. Should have worked on Ubuntu OS
Demonstrated outstanding ability to perform innovative and significant research in the form of technical papers, thesis, or patents
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