Computer Vision Engineer (5+ Years/ Smart Monitor/ Sound) PeopleGene
PeopleGene
Office Location
Full Time
Experience: 5 - 5 years required
Pay:
Salary Information not included
Type: Full Time
Location: Karnataka
Skills: Python, Opencv, Computer Vision, Signal processing, Deep Learning, DSP, linear algebra, Tensorflow, PyTorch
About PeopleGene
Job Description
About the role: As a computer vision engineer, analyze RGB, 3D camera streams to deduce human key markers such as parental interventions, baby presence, baby sleep states and health analytics - in a resource constrained embedded system using a combination of classical DSP and NN. Translate scientific conceptsoptical flow, signal extraction, realtime inferenceinto code running on embedded Linux. Lead datacollection campaigns: set up annotated video datasets under varied lighting conditions. Analyze vast amounts of vision data for patterns - 3D and RGB Build and iterate on computervision pipelines in Python/OpenCV or Python/NN to detect and track baby movement, posture, and breathing. Crosscompile and deploy vision modules to ARMbased SoCs; optimize for CPU/GPU constraints and power budgets. Good to have: Prior 5-8 yrs of Computer Vision engineering/ signal Processing experience. Solid hands-on with Python & OpenCV for image processing, filtering, optical flows, SVD, PCA. Hands-on with deeplearning vision frameworks (TensorFlow, PyTorch) and model quantization for edge inference. Great comfort with traditional DSP techniques, linear algebra.,