3D Annotation Consultant @ Zg Staffing Solutions

Job Description

Job Summary : Full time freelancer who would be responsible to work with annotation tools and software such as MATLAB to efficiently process and annotate large-scale 3D datasets. Roles and Responsibilities Accurately annotate and label 3D data, including point clouds, BBox, or 3D semantic and Instance segmentation tasks. Understanding on how to convert output file formats from various tools, including PCD formats, JSON formats, and text formats Follow established annotation guidelines and quality standards to ensure consistency and accuracy in annotations. Collaborate with the research and development teams to understand project requirements and provide input on annotation specifications. Identify and report any inconsistencies or issues in the data or annotation guidelines. Work with annotation tools and software such as MATLAB to efficiently process and annotate large-scale 3D datasets. Perform quality control checks to validate the correctness and completeness of. annotations. Collaborate with team members to improve annotation workflows and processes. Stay updated with the latest research and industry trends in 3D computer vision and semantic annotation. Should have knowledge on the conversion of output file formats on different tools such as PCD formats, JSON formats and text formats from the tools. Qualifications & Required Experience Bachelor's or Master's degree Strong understanding of 3D data structures, such as point clouds, volumetric data, or 3D meshes. Must have worked on the conversion of output file formats on different tools such as PCD formats, JSON formats and text formats from the tools. Familiarity with computer vision concepts and tasks, including semantic and instance segmentation. Detail-oriented with excellent visual perception and attention to detail. Familiarity with 3D annotation tools and software (e.g., Label box, Annotate360, Cloud Factory, MATLAB ). Ability to follow annotation guidelines and instructions accurately. Strong problem-solving skills and ability to identify and report data-related issues. Proficient in programming languages commonly used in data annotation, such as MATLAB or Python (preferred). Good communication and collaboration skills to work effectively in a team environment. Ability to manage time efficiently and meet project deadlines. Familiarity with 3D computer vision libraries and frameworks (e.g., PCL, Open3D, PointNet, PointNet++) is a plus. Department : IT Category : AI & ML Positions : 2

Employement Category:

Employement Type: Full time
Industry: Others
Role Category: Engineering Design / Construction
Functional Area: Not Applicable
Role/Responsibilies: 3D Annotation Consultant

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Keyskills:   MATLAB quality standards research development visual perception programming languages Python communication skills time management PCL annotation tools 3D datasets point clouds BBox 3D semantic Instance segmentation output file formats PCD formats JSON formats text formats annotation guidelines annotation specifications quality control checks annotation workflows 3D computer vision semantic annotation 3D data structures volumetric data 3D meshes computer vision concepts semantic instance segmentation 3D annotation tools Label box Annotate360 Cloud Factory collaboration skills project deadlines 3D computer vision libraries Open3D PointNet PointNet