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A Method And System Of Creating Balanced Dataset
Abstract: A method and system of creating balanced dataset is disclosed that includes receiving an input dataset having data-file. Each data-file comprises attribute values corresponding to a plurality of attributes. A bucket dataset is created by selection of data-file from the dataset having highest first selection value. Iterative sampling is performed to determine a subset of the dataset including subset data which is determined based on summation data file. The summation data-file is determined by summing the attribute values for the attributes. The summation data-file for each iteration is added to a summation dataset. Second selection value is determined for each subset data based on probability of occurrence of each attribute in each subset data. Bucket dataset is updated to include image data corresponding to subset based on subset data having highest second selection value. The balanced dataset is determined based on an output criterion based on a third selection value.
Notices, Deadlines & Correspondence
Patent Information
Applicants
L&T TECHNOLOGY SERVICES LIMITED
Inventors
1. SWAROOP KUMAR MYSORE LOKESH
2. NAGA AKHIL ETCHERLA SRIDHAR
3. PRERNA AGRAWAL
4. ASHOK AJAD
Specification
Description:PLEASE REFER THE ATTACHMENT , Claims:PLEASE REFER THE ATTACHMENT
Documents
Application Documents
| # | Name | Date |
|---|---|---|
| 1 | 202241045837-STATEMENT OF UNDERTAKING (FORM 3) [11-08-2022(online)].pdf | 2022-08-11 |
| 2 | 202241045837-PROOF OF RIGHT [11-08-2022(online)].pdf | 2022-08-11 |
| 3 | 202241045837-POWER OF AUTHORITY [11-08-2022(online)].pdf | 2022-08-11 |
| 4 | 202241045837-FORM 1 [11-08-2022(online)].pdf | 2022-08-11 |
| 5 | 202241045837-DRAWINGS [11-08-2022(online)].pdf | 2022-08-11 |
| 6 | 202241045837-DECLARATION OF INVENTORSHIP (FORM 5) [11-08-2022(online)].pdf | 2022-08-11 |
| 7 | 202241045837-COMPLETE SPECIFICATION [11-08-2022(online)].pdf | 2022-08-11 |
| 8 | 202241045837-FORM-26 [13-10-2022(online)].pdf | 2022-10-13 |
| 9 | 202241045837-Form-18_Examination Request _13-10-2022.pdf | 2022-10-13 |
| 10 | 202241045837-Correspondence_Form-18_13-10-2022.pdf | 2022-10-13 |
| 11 | 202241045837-Power of Attorney [01-12-2022(online)].pdf | 2022-12-01 |
| 12 | 202241045837-FORM 3 [01-12-2022(online)].pdf | 2022-12-01 |
| 13 | 202241045837-Covering Letter [01-12-2022(online)].pdf | 2022-12-01 |
| 14 | 202241045837-FORM 3 [12-01-2023(online)].pdf | 2023-01-12 |
| 15 | 202241045837-FORM 3 [25-05-2023(online)].pdf | 2023-05-25 |
| 16 | 202241045837-FER.pdf | 2025-05-21 |
| 17 | 202241045837-FORM 3 [08-07-2025(online)].pdf | 2025-07-08 |
| 18 | 202241045837-OTHERS [20-08-2025(online)].pdf | 2025-08-20 |
| 19 | 202241045837-FORM-26 [20-08-2025(online)].pdf | 2025-08-20 |
| 20 | 202241045837-FER_SER_REPLY [20-08-2025(online)].pdf | 2025-08-20 |
| 21 | 202241045837-CLAIMS [20-08-2025(online)].pdf | 2025-08-20 |
Search Strategy
| 1 | 202241045837E_26-09-2024.pdf |