Posts by Sunil Patel
Computer Vision / Video Analytics
Jan 16, 2024
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
Computer Vision / Video Analytics
Jan 16, 2024
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
Computer Vision / Video Analytics
Jan 16, 2024
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
Jul 27, 2022
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
Jan 10, 2022
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