10 Aug
|
Crimson Energy Experts
|
India
10 Aug
Crimson Energy Experts
India
Computer Vision Engineer – DeepStream / Edge AI
About the Role
We are looking for a hands-on Computer Vision Engineer to design, develop, and deploy real-time video analytics and visual perception systems.
The role involves building production-grade AI pipelines using NVIDIA DeepStream, TensorRT, and up-to-date Computer Vision models running on GPU and edge platforms.
The selected candidate will work on advanced maritime and surveillance applications involving multi-camera analytics, object detection, tracking, landmark recognition, visual navigation, and real-time situational awareness.
Key Responsibilities
Computer Vision Development
• Develop and deploy real-time object detection, tracking, and classification systems.
• Build video analytics pipelines for EO/IR camera systems.
• Develop visual landmark detection and recognition algorithms.
• Implement vessel, object, and target tracking solutions.
• Design image enhancement and video preprocessing pipelines.
AI Model Development
• Train, fine-tune, and evaluate deep learning models using PyTorch.
• Work with YOLO, RT-DETR,
segmentation, classification, and tracking models.
• Create and manage datasets, annotations, and evaluation benchmarks.
• Improve model performance under varying weather, lighting, and environmental conditions.
Real-Time Video Analytics
• Build and maintain NVIDIA DeepStream pipelines.
• Integrate RTSP/IP camera streams and multi-camera systems.
• Implement tracking algorithms such as ByteTrack, DeepSORT, and NvDCF.
• Develop event-driven analytics and alerting systems.
Optimization & Deployment
• Optimize inference using TensorRT, ONNX, CUDA, and GPU acceleration.
• Deploy applications on NVIDIA Jetson platforms and GPU servers.
• Improve latency, throughput, and resource utilization.
• Support field deployments, testing, and troubleshooting.
System Integration
• Integrate AI modules with software applications, APIs, databases, and external sensors.
• Collaborate with software, deployment, and h
📌 Computer Vision Engineer (India)
🏢 Crimson Energy Experts
📍 India