An annotation data processing method and device, and medium
A technology for labeling data and processing methods, applied in the field of big data, can solve the problems of low data utilization rate, low efficiency, and inability to further utilize the labeled data, and achieve the effect of improving efficiency and utilization rate
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0032] According to this embodiment, an embodiment of a method for processing labeled data is also provided. It should be noted that the steps shown in the flow charts of the drawings can be executed in a computer system such as a set of computer-executable instructions, and , although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.
[0033] The method embodiments provided in this embodiment can be executed in mobile terminals, computer terminals, servers or similar computing devices. figure 1 A block diagram of a hardware structure of a computing device for implementing a method for processing labeled data is shown. Such as figure 1 As shown, the computing device may include one or more processors (processors may include but not limited to processing devices such as microprocessors MCUs or programmable logic devices FPGAs), memory for storing data, and memory fo...
Embodiment 2
[0088] image 3 It is a schematic diagram of an apparatus for processing tagged data provided by an embodiment of the present disclosure, and the apparatus 300 corresponds to a method for processing tagged data according to Embodiment 1. refer to image 3 As shown, the device 300 includes:
[0089] Annotated data acquisition module 301, configured to acquire the annotated data annotated by an annotated person;
[0090] The wrong data determination module 302 is configured to determine wrongly labeled data in the labeled data by using a pre-built labeled data audit model according to the labeled data, wherein the labeled data audit model is trained using reviewed labeled data;
[0091] An annotation data sending module 303, configured to send the erroneous annotation data to the annotator.
[0092] Optionally, the error data determination module 302 is specifically configured to:
[0093] Substituting the labeled data into a pre-built labeled data review model to obtain the...
Embodiment 3
[0114] Figure 4 It is a schematic diagram of an apparatus for processing tagged data provided by another embodiment of the present disclosure, and the apparatus 400 corresponds to the method according to the first aspect of Embodiment 1. refer to Figure 4 As shown, the device 400 includes: a processor 410; and a memory 420, connected to the processor 410, for providing the processor 410 with an instruction for processing the following processing steps: obtaining the labeling data marked by the labeling personnel;
[0115] Determining incorrectly labeled data in the labeled data by using a pre-built labeled data audit model based on the labeled data, wherein the labeled data audit model is trained using reviewed labeled data;
[0116] Sending the erroneous labeling data to the labeling personnel.
[0117] Using a pre-built label data review model according to the label data to determine wrong label data in the label data, including:
[0118] Substituting the labeled data i...
PUM
Login to View More Abstract
Description
Claims
Application Information
Login to View More