CBD2023:一个超复杂的孟加拉语手写字符识别数据,用于层次阶级扩展
Jabed Omor Bappi1, Mohammad Abu Tareq Rony2
1Electrical and Electronic Engineering, Port City International University, Chittagong-4209, Bangladesh.
Data in brief
|January 17, 2024
概括
这项研究引入了一个新的数据集,以改善手写的孟加拉字符识别. 该数据集旨在提高孟加拉语的准确性,解决书写和模两可的书写形式的挑战.
科学领域:
- 计算机科学 计算机科学
- 人工智能的人工智能
- 自然语言处理自然语言处理.
背景情况:
- 手写的孟加拉语字符识别面临着重大挑战,原因是斜体写作和模两可的字符.
- 孟加拉语的现有系统效率低于英语,限制了实际应用.
- 有限的数据集阻碍了开发强大的孟加拉语手写识别.
研究的目的:
- 为手写孟加拉语字符识别引入一种新,具有挑战性的数据集.
- 提高孟加拉语手写识别系统的准确性和有效性.
- 扩大对孟加拉文字的公认字符类.
主要方法:
- 一个新的数据集的收集,包括来自众多学生的手写孟加拉字符.
- 专注于扩大数据集中识别的字符类的数量.
- 数据集旨在解决孟加拉文字的复杂性和变异性.
主要成果:
- 创建了一个新的数据集,以促进手写孟加拉字符识别的研究.
- 该数据集旨在克服现有资源的局限性.
- 旨在支持在实际应用中提高性能.
结论:
- 开发的数据集对于推进手写孟加拉字符识别至关重要.
- 它为创建更准确,更有效的识别系统提供了基础.
- 解决了对处理孟加拉语资源的关键需求.
相关概念视频
Classification of Systems-II
146
Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
146
Classification of Systems-I
188
Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
188
Aggregates Classification
326
Aggregate classification is generally based on its size, petrographic characteristics, weight, and source. Size classification ranges from coarse to fine aggregates, defined by the size of the particles. Coarse aggregates are particles that do not pass through ASTM sieve No. 4, and aggregates that pass through the sieve are fine aggregates.
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
326
Multi-input and Multi-variable systems
106
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
In the absence...
106
Force Classification
1.2K
Forces play a crucial role in the study of physics and engineering. They are essential in describing the motion, behavior, and equilibrium of objects in the physical world. Forces can be classified based on their origin, type, and direction of action.
Contact and non-contact forces are two of the most widely used categories of forces. As the name suggests, contact forces require physical contact between two objects to act upon each other. Examples of contact forces include frictional,...
Contact and non-contact forces are two of the most widely used categories of forces. As the name suggests, contact forces require physical contact between two objects to act upon each other. Examples of contact forces include frictional,...
1.2K
Structural Classification of Joints
3.4K
Joints, also known as articulations, are classified based on their structural characteristics, i.e., based on whether the articulating surfaces of the adjacent bones are directly connected by fibrous connective tissue or cartilage, or whether the articulating surfaces contact each other within a fluid-filled joint cavity. These differences serve to divide the joints of the body into three structural classifications.
A fibrous joint is where the adjacent bones are united by fibrous connective...
A fibrous joint is where the adjacent bones are united by fibrous connective...
3.4K


