the neural network model has achieved very good results in the field of computer vision, but the requirements for the amount of data are directly proportional to performance. Data hungry is not only the cause of the h...
详细信息
ISBN:
(纸本)9781728146898
the neural network model has achieved very good results in the field of computer vision, but the requirements for the amount of data are directly proportional to performance. Data hungry is not only the cause of the high performance of the neural network model, but also a hindrance to its further development. there is not a lot of available data in real-world application scenarios, so how to obtain better performance and more robust models in a small sample environment becomes the goal of less sample learning research. this paper reviews the past small sample learning methods, sorts out its performance and theoretical principles, and points out the existing deficiencies and proposes possible future research directions.
Object detection technology is a machinelearningapplication based on deep learning and computer vision technology, which can replace error-prone manual inspections in various scenarios, such as mask recognition appl...
详细信息
this paper addresses the need for a positive and effective learning environment for engineering students in non-computer science fields to grasp Generative AI principles while navigating the intricate balance between ...
详细信息
this research paper aims to compare machinelearning techniques for detecting transient instability in power systems. the delayed construction of infrastructure and the increasing presence of converter-based power pla...
详细信息
Blindness makes life tough for those who suffer from it, but machinelearning can assist the visually impaired withtheir day - to - day tasks. Presently, image to speech is a relatively new and naïve topic. It...
详细信息
Withthe rapid development of information technique, the amount of text is expanding, which puts forward higher requirements for the accuracy and the speed of Chinese word segmentation. Word segmentation technology is...
详细信息
Children who suffer from inherited retinal illnesses have a significantly reduced ability to see. this can cause damage to either the inner or outer retina, which can lead to blindness in infants. the clinical measure...
详细信息
It has become absolutely necessary to identify malicious URLs in real time due to the growing number of cyber-attacks and fraudulent activities that take place on the internet. Within the scope of this study, proposin...
详细信息
Due to the large number of things and information devices, not all IoT applications can be satisfied by processing data in the cloud. Due to the cloud's constrained ability to process and share data, edge computin...
详细信息
Withthe rise of the Internet of things (IoT), some emerging mobile devices have been widely used such as wireless sensor networks, Radio Frequency Identification (RFID) chips, and smart cards etc. However, their comm...
详细信息
暂无评论