Company Name

Infosys Ltd ( Bangalore )

Job Description

• Job Description:
  • Computer Vision modeler who will develop real time computer vision models like
  • Python Pytorch tensorflow
  • CV ML model development
  • Object recognition Detection
  • NVIDIA technologies
  • MLOps
  Key Responsibilities:
  • Should have the hands on experience to train computer vision and deep learning models to solve computer vision use cases
  • Should be able to create and optimize algorithms for image and video analysis for tasks such as object detection image recognition segmentation and video analytics
  • Should have expertise on different object tracking algorithms and track multi objects in multi cameras
  • Should be able to articulate camera calibration and region of interest extraction
  • Should have experience working on a large scale implementation with 100 stream in real time
  • Fine tune deep learning models like CNNs vision transformers using frameworks such as Tensorflow PyTorch onnx etc
  • Should have used NVIDIA frameworks preferably like NGC models TAO toolkit metropolis Deep stream triton server and triton server to create inferencing pipeline and its deployment
  • Should have knowledge of optimizing inferencing pipelines to work on edge
  • Should be able to perform necessary pre and post processing to optimize the computer vision models and evaluate it
  • Should have experience working on action recognition with temporal analysis
  • Should have knowledge on pruning the model for deploying on edge ARM devices
  • Collaborate with Business and IT teams

Job Details

Education Summary

Contact Details