Computer Vision Engineer

1 week ago

Bengaluru, Karnataka, India PeopleGene Full time ₹ 15,00,000 - ₹ 20,00,000 per year

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 concepts—optical flow, signal extraction, real‑time inference—into code running on embedded Linux. Lead data‑collection campaigns: set up annotated video datasets under varied lighting conditions.

Analyze vast amounts of vision data for patterns - 3D and RGBBuild and iterate on computer‑vision pipelines in Python/OpenCV or Python/NN to detect and track baby movement, posture, and breathing.Cross‑compile and deploy vision modules to ARM‑based 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 deep‑learning vision frameworks (TensorFlow, PyTorch) and model quantization for edge inference.

Great comfort with traditional DSP techniques, linear algebra.

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