WO2025124706 - METHOD AND SYSTEM FOR GENERATING DATASETS FOR TRAINING A DNN
National phase entry is expected:
Publication Number
WO/2025/124706
Publication Date
19.06.2025
International Application No.
PCT/EP2023/085577
International Filing Date
13.12.2023
Title **
[English]
METHOD AND SYSTEM FOR GENERATING DATASETS FOR TRAINING A DNN
[French]
PROCÉDÉ ET SYSTÈME DE GÉNÉRATION D'ENSEMBLES DE DONNÉES POUR L'APPRENTISSAGE D'UN DNN
Applicants **
ROBERT BOSCH GMBH
Inventors
PHAN MINH, Toan
SHARMA, Amit
TO NGUYEN PHUOC, Vinh
Application details
| Total Number of Claims/PCT | * |
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International Searching Authority |
EPO
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| Recordal of a Change of the Applicant's Name/Address |
Change of Applicant's Name and Address
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| Type of Assignment |
The Standard Agent's Assignment
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| Applicant's Legal Status |
Legal Entity
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| Entry into National Phase under |
Chapter I
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| Patent Delivery |
Send the Letters Patent by Courier
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| Translation |
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Quotation for National Phase entry
| Country | Stages | Total | |
|---|---|---|---|
| China | Filing, Examination, Granting | 1863 | |
| EPO | Filing, Examination, Granting | 8163 | |
| Japan | Filing, Examination, Granting | 2078 | |
| South Korea | Filing, Examination, Granting | 1778 | |
| USA | Filing, Examination, Granting | 5340 |
Total:
19,222
The term for entry into the National Phase has expired. This quotation is for informational purposes only
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Abstract[English]
A method and system for generating a point cloud dataset for training a Deep Neural Network, DNN. The method comprises the steps of a) providing a first CAD data file representative of an object; b) removing data representative of at least one component of the object from the first CAD datafile to generate a modified CAD data file; and c) converting the modified CAD data file to a modified point cloud data of the object for the point cloud dataset.[French]
L'invention concerne un procédé et un système de génération d'un ensemble de données de nuage de points pour entraîner un réseau neuronal profond, DNN. Le procédé comprend les étapes consistant à a) prendre un premier fichier de données de CAO représentatif d'un objet ; b) éliminer des données représentatives d'au moins un composant de l'objet du premier fichier de données de CAO pour générer un fichier de données de CAO modifié ; et c) convertir le fichier de données de CAO modifié en données de nuage de points modifiées de l'objet pour l'ensemble de données de nuage de points.