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Topic Review
Deep Learning Models in Prostate Cancer Diagnosis
Prostate imaging refers to various techniques and procedures used to visualize the prostate gland for diagnostic and treatment purposes. Deep learning (DL) architectures have shown promising effectiveness and relative efficiency in prostate cancer (PCa) diagnosis due to their ability to analyze complex patterns and extract features from medical imaging data.
  • 209
  • 27 Sep 2023
Topic Review
Agricultural Image Segmentation
The Segment Anything Model (SAM) is a versatile image segmentation model that enables zero-shot segmentation of various objects in any image using prompts, including bounding boxes, points, texts, and more. However, studies have shown that the SAM performs poorly in agricultural tasks like crop disease segmentation and pest segmentation. To address this issue, the agricultural SAM adapter (ASA) is proposed, which incorporates agricultural domain expertise into the segmentation model through a simple but effective adapter technique.
  • 216
  • 27 Sep 2023
Topic Review
Requirements of Edge Machine Learning
The union of Edge Computing (EC) and Artificial Intelligence (AI) has brought forward the Edge AI concept to provide intelligent solutions close to the end-user environment, for privacy preservation, low latency to real-time performance, and resource optimization. 
  • 189
  • 27 Sep 2023
Topic Review
Path Planning for Agricultural Ground Robots
Ground robots have been developed for a variety of agricultural applications, with autonomous and safe navigation being one of the most difficult hurdles in this development. When a mobile platform moves autonomously, it must perform a variety of tasks, including localization, route planning, motion control, and mapping, which is a critical stage in autonomous operations. 
  • 252
  • 26 Sep 2023
Topic Review
Fruit and Vegetable Harvesting Robots
Intelligent agriculture imposes higher requirements on the recognition and localization of fruit and vegetable picking robots. Due to its unique visual information and relatively low hardware cost, machine vision is widely applied in the recognition and localization of fruit and vegetable picking robots.  Visual sensors are used to acquire image information and the three-dimensional positioning of targets. Machine vision algorithms are used for target recognition. Common algorithms include image segmentation, object detection, and three-dimensional reconstruction. Image segmentation algorithms can segment target objects in complex scenes, object detection algorithms can timely detect target objects and other interferences in images, while three-dimensional reconstruction algorithms can convert the two-dimensional image information obtained by the camera into three-dimensional spatial information of the target.
  • 373
  • 26 Sep 2023
Topic Review
Hyperledger Fabric
Hyperledger Fabric is a distributed ledger platform for developing applications with modular architecture. Support for pluggable consensus protocols is one of the platforms most distinguished features.
  • 254
  • 26 Sep 2023
Topic Review
Green Artificial Intelligence and Digitalization Facilitate
Green AI (Artificial Intelligence) and digitalization facilitate the “Dual-Carbon” goal of low-carbon, high-quality economic development. Green AI is moving from “cloud” to “edge” devices like TinyML, which supports devices from cameras to wearables, offering low-power IoT computing. 
  • 249
  • 26 Sep 2023
Topic Review
Regenerating Code in Cloud Storage System
Cloud storage is an indispensable part of cloud computing solutions and the security of its stored data has become a key issue in the research and application of cloud storage systems.
  • 160
  • 26 Sep 2023
Topic Review
Features of Blockchain Technology and Smart Contracts
The increased penetration of Distributed Energy Resources (DERs) in electricity markets has given rise to a new category of energy players, called Aggregators, whose role is to ensure fair remuneration for energy supplied by DERs, and support the smooth feeding of the intermittent energy produced into the distribution network.
  • 151
  • 26 Sep 2023
Topic Review
Driver Drowsiness Detection
Drowsy driving is a widespread cause of traffic accidents, especially on highways. It has become an essential task to seek an understanding of the situation in order to be able to take immediate remedial actions to detect driver drowsiness and enhance road safety.
  • 540
  • 25 Sep 2023
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