Data Analyst

Infosys

0 years

0 Lacs

Bengaluru East Karnataka India

Posted:4 days ago| Platform:

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Skills Required

data vision learning algorithms video analysis recognition segmentation tracking calibration tensorflow pytorch onnx server pipeline processing model

Work Mode

On-site

Job Type

Full Time

Job Description

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

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