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Qualcomm has announced its latest flagship-tier mobile platform, the Snapdragon 8 Gen 3. Here's how it compares to the Snapdragon 8 Gen 2

The Snapdragon 8 Gen 3 has been unveiled and sports incredible performance gains over the Snapdragon 8 Gen 2 and a host of other features

Accurate detection of pedestrian lanes is a crucial criterion for vision-impaired people to navigate freely and safely. The current deep learning methods have achieved reasonable accuracy at this task. However, they lack practicality for real-time pedestrian lane detection due to non-optimal accuracy, speed, and model size trade-off. Hence, an optimized deep neural network (DNN) for pedestrian lane detection is required. Designing a DNN from scratch is a laborious task that requires significant experience and time. This paper proposes a novel neural architecture search (NAS) algorithm, named M...

Hyperspectral image segmentation is an emerging area with numerous applications, including agriculture, forestry, environment monitoring, and remote sensing. This paper proposes a new neural architecture search algorithm, named AdaptorNAS, for hyperspectral image segmentation. AdaptorNAS aims to design the optimum decoder for any given encoder. In our approach, the search space of AdaptorNAS is a large deep neural network (DNN), and the optimal decoder is derived by pruning the large DNN via a perturbation-based pruning strategy. Verified on three popular encoders, i.e., ResNet-34, MobileNet-V...

Chip maker Qualcomm announced that its flagship Snapdragon 8 Gen 2 Mobile Platform for Galaxy is powering...