Sunil Patel

Sunil Patel works for NVIDIA as a deep learning data scientist. His expertise involves the development of highly scalable AI solutions for intelligent video analytics and conversational AI on the NVIDIA platforms. Sunil primarily focuses on application scaling and performance optimization. He graduated from the Indian Institute of Information Technology - Allahabad with a master of technology degree.
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Posts by Sunil Patel

Decorative image of a workflow and the text "Part 3".
Computer Vision / Video Analytics

Robust Scene Text Detection and Recognition: Inference Optimization

In this post, we delve deeper into the inference optimization process to improve the performance and efficiency of our machine learning models during the... 9 MIN READ
Decorative image of a workflow and the text "Part 2".
Computer Vision / Video Analytics

Robust Scene Text Detection and Recognition: Implementation

To make scene text detection and recognition work on irregular text or for specific use cases, you must have full control of your model so that you can do... 6 MIN READ
Decorative image of a workflow and the text "Part 1".
Computer Vision / Video Analytics

Robust Scene Text Detection and Recognition: Introduction

Identification and recognition of text from natural scenes and images become important for use cases like video caption text recognition, detecting signboards... 8 MIN READ
Robotics

Applying Inference over Specific Frame Regions with NVIDIA DeepStream

Detecting objects in high-resolution input is a well-known problem in computer vision. When a certain area of the frame is of interest, inference over the... 7 MIN READ
Computer Vision / Video Analytics

Managing Video Streams in Runtime with the NVIDIA DeepStream SDK

Transportation monitoring systems, healthcare, and retail have all benefited greatly from intelligent video analytics (IVA). DeepStream is an IVA SDK.... 17 MIN READ