Object Detection | Labelbox
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Use case

Object detection

Guide image and video generation, text-to-image/text-to-video synthesis, scene composition and more with detailed spatial and semantic information about objects in an asset.

Object detection

Why use Labelbox for Object Detection

Increase model performance
Increase model performance

Enable models to better understand the relationships between objects and their placement with advanced tooling, humans, AI, and on-demand services in a unified solution.

Power GenAI models
Power GenAI models

Create pixel-perfect bounding boxes, segmentations, and landmark annotations to help text-to-image and text-to-video models generate accurate and realistic assets.

Access on-demand object detection expertise
Access on-demand object detection expertise

Embrace on-demand, highly-skilled labeling services and industry-specific insights that help execute object detection tasks at scale.

Collaborate in real-time
Collaborate in real-time

Enjoy direct access to internal and external labelers with real-time feedback on object detection tasks via the Labelbox platform.

Understanding object detection
Overview

Understanding object detection

Object detection not only identifies what is in an image, but also provides the spatial location of each object. This enables generative models to understand, position, and scale objects correctly in a generated scene.

Challenges in objection detection tasks
Challenges

Challenges in objection detection tasks

Object detection datasets require precise bounding box annotations for each object, which is both time-consuming and costly to produce. Annotating large datasets with high accuracy is often labor-intensive, and the lack of sufficient labeled data can limit the model performance.

Object detection with Labelbox
Solution

Object detection with Labelbox

Labelbox offers a comprehensive platform with strong roots in advanced computer vision tasks for images and video. Access intuitive annotation tools, customizable workflows, and robust quality control mechanisms that help complete object detection tasks at scale.

Customer spotlight

Labelbox's intuitive tooling coupled with post-training labeling services offered a collaborative environment where Speak's internal team, along with external data annotators, could work together seamlessly. Learn more about how Speak uses Labelbox to improving the quality and efficiency of their data labeling.