Methods for Accelerating the Inference of Neural Networks In the Context of Video Analytics

During the talk, we will dive into topical issues of neural network optimisation in real-world conditions.

Using vehicle detection on video as an example, the speaker will demonstrate how the right choice of programming language and optimisation methods, including quantisation and the use of hardware-oriented libraries, can significantly increase the performance of neural networks, opening up new opportunities for video analytics.