Data Annotation / Industrial, Geospatial & AgriTech

Industrial, Geospatial & Agricultural Data

Annotation for application-specific datasets: welding and industrial components, satellite and aerial imagery, and crop and plant imagery. Labels follow domain detail such as weld regions and defects, land boundaries and building footprints, and plant identification and disease classes.

Data AnnotationSegmentationDomain AnnotationQuality Control
Welding scene labeled with torch, arc, weld pool, weld bead and base metal
DOMAIN DETAILDECODING / BITS
Data Annotation

Project type

Domain-Specific Annotation

Industry

Industrial, Geospatial & AgriTech

Services delivered

Data Annotation · Segmentation

Project overview

What we built.

A concise view of the documented implementation and features shipped.

Scope clarification: Examples are taken from the Decoding Bits Data Services portfolio. Client names and datasets are not disclosed.
  • Welding torch, arc, weld bead, bevel regions and defects
  • Industrial component annotation
  • Roads, buildings, land features, boundaries and routes in aerial imagery
  • Building footprints and land boundaries
  • Crop detection and plant identification
  • Disease and pest classification
  • Plant segmentation and counting
  • Also supported: manufacturing, robotics and remote sensing
Implementation

Annotation techniques.

Techniques documented in the Decoding Bits Data Services portfolio for this type of work.

PolygonsSegmentationBoundariesClassificationCounting
Portfolio examples

Annotation examples.

Illustrative examples from the Decoding Bits Data Services portfolio.

Welding scene labeled with torch, arc, weld pool, weld bead and base metal

Welding & industrial

Aerial imagery with land regions outlined by polygons

Geospatial annotation

Crop imagery with plant detection and segmentation

Agriculture & AgriTech

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