What
Datature is a platform that enables teams and businesses to quickly create computer vision applications without the need for coding. It achieves this by providing tools to manage datasets, annotate data, train models, and deploy them.
Who
Datature is suitable for teams and enterprises who want to build computer vision applications without the need for coding. It is ideal for those who need to manage datasets, annotate data, train models, and deploy them quickly and efficiently.
How
– Manage Dataset:
– Datature can be used to manage large datasets of images or videos, allowing teams to upload, organize, and label their data in a centralized location.
– The platform provides tools for data cleaning, filtering, and augmentation, making it easier to prepare data for training computer vision models.
– Annotate:
– Datature’s annotation tools allow users to label images and videos with bounding boxes, polygons, keypoints, and more.
– The platform supports multiple annotation types, making it suitable for a wide range of computer vision applications.
– Annotations can be exported in various formats, such as COCO, PASCAL VOC, or YOLO, to be used with popular deep learning frameworks.
– Train:
– Datature provides a simple interface for training computer vision models, without requiring any coding skills.
– Users can choose from a variety of pre-trained models or upload their own models to train on their annotated data.
– The platform supports popular deep learning frameworks such as TensorFlow, PyTorch, and Keras.
– Deploy:
– Once a model is trained, Datature can be used to deploy it to a variety of platforms, such as mobile devices or web applications.
– The platform provides APIs and SDKs for integrating computer vision models into existing workflows or building new applications from scratch.
– Datature also provides tools for monitoring and analyzing model performance, allowing teams to continuously improve their computer vision applications.
