Leverage our image data creation and image data annotation expertise to support your AI, computer vision and machine learning applications.
Every computer vision (CV) project is unique and will require image data tagged with different types of annotation. Train your autonomous vehicles, drones and other CV models with our industry-leading image annotation services. Improve object detection, facial recognition, boundary recognition, movement prediction and more in your models with high-quality annotated image data.
Image data powered by human intelligence
Our qualified AI Community will source, annotate and prepare images for input into computer vision and machine learning software. We create the highest quality datasets with our proprietary AI training platforms and tools, providing a complete set of image data services to meet your project's needs.
Image data services
Whether you’re looking for annotated image data to train your model, a platform to annotate your images, or you require a team of qualified specialists to label images for you, we can provide the ideal image data solution.
Image data collection
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.
2D bounding boxes
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 bounding boxes / cuboids
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.
Landmark & keypoint annotation
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.
Line & polyline annotation
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.
Image classification & categorization
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.
Discover how we help our clients build industry-leading machine learning models.
Using images of people playing various sports, our expert community of annotators labeled 17 different body parts. Our annotators tagged the body parts by plotting anatomical keypoints within the images. With this data, our client was able to train their computer vision model to accurately analyze video frames.
From processing image and video data in real time to safely coordinating with other vehicles, AI is essential for autonomous vehicles. We provide scalable image and video data services including annotations for camera and lidar multi-sensor fusion for the safe development of autonomous vehicles.
AR & VR
From real estate and retail to social media and education, the potential use cases of AR and VR technology will benefit numerous sectors. To help you build these technologies, we provide high-quality training data to improve object detection, scene recognition, facial recognition and more.
Upgrade your AI
Partner with our AI Data Solutions experts to customize the exact project to advance your machine learning needs.