Object recognition is a crucial task in computer vision and artificial intelligence, as it plays a vital role in many applications such as autonomous vehicles, surveillance systems, and *** this paper, we present an o...
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The paper aims to enhance the prediction of the Air Quality Index (AQI) by incorporating human-AI interaction in conjunction with Random Forest Regression (RFR). Although ML techniques have been applied in PA, these m...
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automation of garment classification has become the backbone of e-commerce, influencing product search, personalization, and customer experience. This paper uses the Fashion MNIST dataset, a rich collection of clothin...
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Proposed paper implements face detection and recognition based video surveillance robot model for attendance system. Proposed paper uses approach that detects and recognizes individual information from predefined data...
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Analog in-memory computing (IMC) has become increasingly popular along with the success of AI applications, especially in highly constrained environments such as IoT devices. However, many unique challenges of analog ...
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ISBN:
(纸本)9798350383638;9798350383645
Analog in-memory computing (IMC) has become increasingly popular along with the success of AI applications, especially in highly constrained environments such as IoT devices. However, many unique challenges of analog IMC including variability, faults, noise, endurance, programming disturbance, etc. make validation by hardware prototyping highly desirable. In this paper we present a reusable, extensible, and scalable prototyping platform called PyAIM, where several analog IMC devices can be connected with one another as well as with digital processors via digital interfaces and a communication network. We use a number of Pynq boards to make use of their build-in Python support and affordability as well as their decent CPUs to run some software tasks other than MVM kernels. We overcome the timing control and communication management issues by extending Python with custom C functions, while maintaining convenience of Python. We also demonstrate a high-throughput network inference system as an example of PyAIM, using multiple ReRAM chips with compute-communication pipelining.
This paper is mainly focusing on building an automated home for a small family in low cost *** Internet of things has gained much popularity due to easy connection establishment between electrical appliances, which ma...
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Voice assistants, customer service center automation, and voice-controlled devices all rely heavily on digit speech recognition. For multilingual countries like India, Canada, and Belgium to communicate in more than o...
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Collaborative robots became a popular tool for increasing productivity in partly automated manufacturing plants. Intuitive robot teaching methods are required to quickly and flexibly adapt the robot programs to new ta...
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ISBN:
(纸本)9798350323658
Collaborative robots became a popular tool for increasing productivity in partly automated manufacturing plants. Intuitive robot teaching methods are required to quickly and flexibly adapt the robot programs to new tasks. Gestures have an essential role in human communication. However, in human-robot-interaction scenarios, gesture-based user interfaces are so far used rarely, and if they employ a one-to-one mapping of gestures to robot control variables. In this paper, we propose a method that infers the user's intent based on gesture episodes, the context of the situation, and common sense. The approach is evaluated in a simulated table-top manipulation setting. We conduct deterministic experiments with simulated users and show that the system can even handle the personal preferences of each user.
Autonomous robotics and mechatronics have drastically changed the manufacturing and healthcare sectors by increasing productivity, precision, and flexibility. This work addresses the pressing need for new methods to a...
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This study uses the Gemini API and deep learning algorithms to provide a novel approach to agricultural pest management. Pests pose serious difficulties to agriculture, thus prompt and precise pest management is cruci...
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