dover
Computer Vision Engineer 1-3 yrs
PAARVISION AUTONOMY PRIVATE LIMITED
Bengaluru, IND
Full-time
Entry · 1+ years experience
Onsite
Discovered 3 weeks ago
NVIDIA DeepStreamGStreamerOpenCVC++Python
Free
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NVIDIA DeepStreamGStreamerOpenCV
Key Skills for This Role
NVIDIA DeepStreamGStreamerOpenCVC++Python
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Key Responsibilities
- ● Design, develop, and implement perception algorithms for various
- applications, including object detection, tracking, classification, and scene
- understanding.
- ● Work extensively with video and image processing techniques, including:
- ● Image Processing: Noise reduction, feature extraction, image
- segmentation, image enhancement, color space manipulation,
- geometric transformations.
- ● Video Stabilization: Real-time video stabilization techniques for noisy
- or shaky camera inputs.
- ● Motion Estimation: Developing techniques to estimate the motion of
- objects or the camera.
- ● Develop and integrate perception pipelines using NVIDIA DeepStream and
- GStreamer for high-performance, real-time processing.
- ● Optimize perception algorithms for deployment on edge computing platforms
- such as Jetson, considering constraints such as power, memory, and
- computational resources.
- ● Collaborate closely with hardware engineers, and software engineers to
- integrate perception solutions into larger systems.
- ● Stay up-to-date with the latest advancements in computer vision, deep
- learning, and robotics perception.
Skills and Requirements
- ● Bachelor's degree in Computer Science, Electrical Engineering, Robotics, or a
- related field.
- ● Approximately 1-2.5 years of professional experience in Computer Vision
- domain.
- ● Strong proficiency in C++ and Python.
- ● Hands-on experience with NVIDIA DeepStream SDK for building real time
- streaming applications.
- ● Demonstrable experience with GStreamer for multimedia pipeline
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