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Research & Development Engineer - Video Processing
Career MakersBangalore30+ days ago
Job descriptionExposure to Image, Signal processing concepts & Computer Vision Exposure to Image / Video processing algorithms, Codecs etc. B.Tech / M.Tech / PhD in Computer Science or related technical field 7 to 10 years of relevant work experience Design and develop AI based multimedia and camera and algorithms, compression and solution software that meets consumer needs Optimize AI solution on Company's proprietary hardware (DSP / NPU etc.), develop performance evaluation measures and evaluate Explore areas to apply machine learning in camera, multimedia and display, develop measures on collecting data used for model learning and evaluation
Job Description :
- Strong Knowledge in ML / DL concepts
- Hands on experience in designing and developing a DNN models using ML / DL frameworks (TensorFlow / Pytorch)
- Deep understanding of DNN layers, topologies, popular DNN architectures (VGGNet, ResNet, SRCNN etc.) and latest DL techniques
- Good understanding in data creation, analysis, visualizations
- Good mathematical back ground and understanding of various concepts : Probability, Statistics, back-propagation, loss functions
- Strong in algorithm design and development
- Strong analytical, programming and debugging skills
- Knowledge of version control systems (P4, Git)
- Programming Skills : C / C++, Python
- Good communication skills, both written and verbal
Preferred Skills :
Qualification :
Job Description Summary :
(ref : hirist.tech)
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Research Engineer • Bangalore