Image Data

Having a collection of quality image data is the first step in training machine vision models. With our global AI Community of over 1 million specialists, we can source thousands of images from various countries all over the world - all with strict quality standards and in the formats required by your machine learning models.

Let our expert annotators draw and label 2D bounding boxes around the objects of interest in your images. Improve object detection in autonomous vehicles, drones and more with our precise bounding box annotation services.

3D cuboid annotation requires annotators to draw boxes around images to depict length, width and approximate depth. Use our 3D cuboid annotation services to train object recognition in autonomous vehicles, augmented reality models and other computer vision solutions.

When every pixel matters in an image, we provide fast segmentation via our intuitive ML-assisted tools for pixel-wise image labeling for better perception models. Critical for autonomous driving, our expertise covers full-pixel instance segmentation, full-pixel non-instance segmentation and pan-optic segmentation to individually segment objects of the same class.

We provide labeling of anatomical and structural points of interest in your images, and keypoint annotation in human faces for facial recognition and emotion detection. We also provide pose-point annotation for human figure detection and movement prediction.

Annotate your images with pixel perfect polygons accurately drawn around objects of interest. Useful for training object localization and detection algorithms, polygon annotation is well-suited for annotating objects with irregular shapes, like street signs in traffic images or houses in aerial imagery.

Using smart and intuitive line annotation tools, we accurately define lane lines in drivable areas for vehicle perception models. Our accurate lane detection services are helping to build the future of driving across cities, towns and uneven ground scenarios.

Provide your CV models with a solid ground truth using accurately classified images. Our workflow ensures accuracy while eliminating annotator bias and human error. Our expert AI Community will classify images into your requested categories and our project managers will assess data quality before sending the final product.

Our image transcription services have been used for projects including image annotation, image captioning and OCR transcription services. We’ll help you build machine learning models that can recognize and describe images with high accuracy.