Computer Vision Engineer

3 weeks ago

India Infra Motion Labs Full time
Job Title: Computer Vision Engineer

At Infra Motion Labs, we are seeking a skilled Computer Vision Engineer to join our team of experts in developing AI applications for the security industry. Our solutions aim to integrate seamlessly into existing infrastructures, bringing efficient and effective video analytics to various contexts.

Key Responsibilities:
  • Develop algorithms for object detection, re-identification, tracking, and action classification, focusing on accuracy and performance in real-world video streams.
  • Implement advanced image processing techniques, such as edge detection, segmentation, and filtering, using tools like OpenCV, PyTorch, and TensorFlow.
  • Build, train, and fine-tune deep learning models (CNNs, RNNs) for object detection (YOLO, SSD), segmentation, and classification tasks.
Requirements:
  • Model acceleration: Optimize deep learning models for real-time performance using TensorRT, ONNX, and OpenVINO, with experience in ARM-based optimizations.
  • Quantization & pruning: Practical experience with model quantization (INT8, FP16) and pruning to enhance performance on both cloud and edge platforms.
  • Streaming protocols: Solid understanding of RTSP and HLS for real-time video streaming, with experience integrating video feeds into cloud infrastructures.
  • Cloud services & serverless architectures: Experience deploying and processing video streams on GCP or AWS, including working with serverless architectures for dynamic workloads.
  • Real-time analytics: Experience using NVIDIA DeepStream SDK to build pipelines for object detection, tracking, and real-time analytics.
  • Containerization & CI/CD: Strong familiarity with Docker for application deployment and tools like Jenkins or GitLab CI for automated workflows.
  • Hardware acceleration: Extensive use of GPU computing for model inference, particularly in deep learning, and experience with deploying models on edge devices like NVIDIA Jetson or ARM platforms.
Why Join Infra Motion Labs?

We work in a collaborative, results-focused environment, constantly refining our solutions to meet the evolving needs of the industry. If you're passionate about applying your expertise to build practical, impactful solutions in computer vision, we encourage you to apply.

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