Posted on: 17/05/2025
Key Responsibilities :
- Design and develop CV algorithms to analyze RGB and 3D video streams for human and infant behavior monitoring
- Translate scientific concepts such as optical flow, signal extraction, and motion tracking into efficient, production-ready code
- Lead and execute data collection campaigns, including annotated dataset creation under varied lighting and real-world conditions
- Build CV pipelines in Python using OpenCV, classical vision techniques, and deep learning models for movement, posture, and sleep detection
- Cross-compile and deploy computer vision modules to ARM-based SoCs, optimizing for CPU/GPU utilization and low power consumption
- Conduct extensive data analysis to identify vision patterns and improve model accuracy and robustness
- Collaborate with hardware, firmware, and product teams to integrate CV modules into a production-grade monitoring system
Required Skills & Qualifications :
- 5+ years of experience in Computer Vision, Image Processing, or Signal Processing roles
- Strong hands-on expertise with Python and OpenCV for image filtering, motion detection, SVD, PCA, and optical flow techniques
- Experience working with deep learning frameworks such as TensorFlow or PyTorch
- Familiarity with model quantization and optimization for edge inference
- Solid understanding of linear algebra, signal extraction, and DSP techniques
- Experience in real-time system design on embedded Linux platforms
- Ability to handle large-scale annotated video datasets and derive meaningful insights
Preferred Qualifications (Good to Have) :
- Prior experience in baby monitoring, health analytics, or related real-time tracking systems
- Experience with cross-compilation, deployment, and performance tuning on ARM-based SoCs
- Understanding of embedded resource constraints and low-power design principles
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Posted By
Prakash Samal
Assistant Manager-HR & Admin at PARLE GLOBAL TECHNOLOGIES PVT. LTD
Last Login: 5 Jun 2025
Posted in
AI/ML
Functional Area
Computer Vision
Job Code
1481282
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