Introduction: With increased technology today’s automotive field is entirely dependent on automation, especially in autonomous driving, this led to improved features which help the user to enable and disable these ADAS features with the user’s intention. The aim is to determine unintentional and intentional deactivation of ADAS features and determine…

Introduction: The expansion of mechanized capabilities pointed at upgrading drivers’ well-being and comfort has correspondingly expanded the number of vehicular cyber threats. The basic susceptibility for the cause of these attacks is the fact that control area network protocol, which is significantly used for network communication in vehicles, is lacking…

Evaluation Metrics in NLP for the sentence matching Rouge Introduction ROUGE that is an abbreviation of Recall Oriented Understudy for Gisting Evaluation is a set of metrics used for the evaluation of automatic text summarization and machine translations. ROUGE-N It measures the overlap of n-grams between automatically generated summary and reference…

SNPE: SnapDragon Nueral Processing Engine. SNPE converts the DL framework specific model formats (*.protobuf, *.pb, *.onnx, etc) to a SNPE specific proprietary format called DLC (Deep Learning Container). The layers that are supported by SNPE are https://developer.qualcomm.com/docs/snpe/network_layers.html Limitations of SNPE : https://developer.qualcomm.com/docs/snpe/limitations.html Snapdragon Neural Processing Engine SDK: Tools This chapter describes the various SDK tools and features. snpe-net-run loads a DLC file, loads the data for the input…developer.qualcomm.com

Avod proposes nueral network architecture that uses LIDAR point clouds and RGB images. This network is similar to the Faster-RCNN object detection network. It consists of 2 sub networks: Region proposal network Second stage detector network. Why do we use the region proposals ? These region proposals are used to predict the Extents, Orientation , Classification of objects…