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Mantra Softech
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Computer Vision Engineer - Tensorflow/OpenCV (3-5 yrs)
Mantra Softech
posted 2mon ago
Flexible timing
Key skills for the job
About the Job :
We are seeking a skilled Computer Vision Engineer to design and implement AI-driven video processing and computer vision solutions. This role involves creating end-to-end pipelines using C++ and Python, integrating deep learning models, handling real-time video data, and ensuring efficient communication through industry-standard protocols.
Roles and Responsibilities :
- Design and implement AI-based video processing and computer vision pipelines.
- Develop and optimize real-time video data pipelines using C++ and Python.
- Integrate deep learning models with TensorFlow, PyTorch, and OpenCV.
- Utilize GStreamer, RTSP, and ONVIF for video processing solutions.
- Handle data communication using MQTT protocols.
- Manage database integrations with SQL and NoSQL databases.
- Deploy models on edge devices and cloud platforms.
-Debug and optimize video pipelines to ensure performance and reliability.
- Collaborate effectively in a dynamic, project-driven team environment.
Skills and Qualifications Required :
- Educational Qualification : BE/B.Tech/ME/M.Tech in relevant fields.
- Experience : 3+ years in computer vision and video processing.
- Programming Languages : Proficiency in C++ with working knowledge of Python.
- Frameworks : Hands-on experience with TensorFlow, PyTorch, and OpenCV.
- Video Processing : Expertise in GStreamer, RTSP, and ONVIF protocols.
- Data Communication : Knowledge of MQTT for efficient communication.
- Database Management : Experience with both SQL and NoSQL databases.
- Deployment : Proven experience in deploying models on edge devices and cloud platforms.
- Problem-Solving : Strong debugging and optimization skills for real-time systems.
- Technical Expertise : Sound understanding of object-oriented principles and Linux OS.
- Collaboration : Ability to work collaboratively in a fast-paced, project-based environment
Functional Areas: Other
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