All you need to know about data labeling tools

Data Labeling Tools

Data Labeling tool is a cloud-based, on-premise, or containerized software solution that can be used to label production-grade training data for machine learning. It’s important to wisely choose the right data labeling tool so as to ensure accurate data for machine learning models. Data Labeling tools make the annotation process simpler & faster. But sometimes choosing a suitable tool is a time taking and tricky task.  So, the tricky part is to think wisely about your tooling needs now and into the future. 

Tools are made and developed to help labelers work smoothly and make their task easier. When the right tool is developed for a particular project it makes the labeling process efficient and effective. 

Then, the raw data is uploaded into the tools so that experience annotators can run through those unstructured data. Categorize & label them accurately so that they deliver data accordingly as per client requirement Data Labeling Tool.

Bounding box annotation

Bounding boxes for object detection, classification, and localization in images and videos. Bounding box annotation is basically used to train algorithms to detect the various objects on the streets like lanes, traffic, potholes, signals, and other objects.

Semantic Segmentation

Semantic Segmentation is a classic Computer Vision problem which involves taking as input some raw data (2D, 3D images) and labeling the regions of interest highlighted. Semantic segmentation is the process of clustering various parts of images together belonging to the same object class. Leverage our fully-managed human-powered pixel-level image segmentation and annotation to build pixel-perfect semantic segmentation tasks at scale.

LIDAR Annotation and Labeling 

LIDAR stands for Light Detection and Ranging. It is a remote sensing technology emitting light that travels around the object and back to the receiver creating points every time it hits the object building a 3D map of the entire scene. We help annotate or label cars, pedestrians, bicyclists, trees, animals, traffic lights, billboards, garbage bin’s, etc in this map by drawing bounding boxes or cuboids precisely to train the machine learning algorithms to interpret the world.

Learning Spiral provide Data annotation & Data Labeling services as our data labeling team is capable of drawing bounding boxes, cuboids, polygon, picture classification/ tagging, text annotation, image masking annotation, data annotation & labeling, 2D & 3D annotation, Semantic segmentation, 3D LIDAR Annotation, autonomous vehicle, tagging of aerial view pictures, drone technology, contour annotation, etc. 

Some of the best Data Labeling Tools are: 

LabelBox 

Tagtog

LabelMe

Taskmonk A

OpenLabeling

UltimateLabeling

Learning Spiral, Data Labeling company is here to Empower your algorithm with our human labeling services. We help bridge the gap between machines and humans with our reliable labeling and data annotation services

Let’s Annotate Together

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