We give you direct access to standardized versions of public image datasets such as Open Images, COCO, ImageNet, and SpaceNet. Using our open-source CLI tool, you can easily export your filters and augmentations to your local server in the format of your favorite machine learning framework including Torch, Caffe, TensorFlow, MXNet, Digits, Theano, and Deeplearning4J.
Whether it’s still images, video and associated telemetry, satellite, or biomedical, our tools will reduce training set creation time from days to minutes. Our platform was designed to prepare and manage images in the millions.
Each dataset along with its metadata is normalized for your convenience. Image augmentations along with metadata manipulations are done in real-time and online.
Our Metadata Query Language (MQL) editor selectively filters your images to ensure only those that you want will be exported to your local disk in the machine learning library of your choice. Annotation tools support virtually every possible computer vision application.
We support many image sources including video, telemetry, biomedical, geospatial, multispectral, and SIFT.
Choose from dozens of standard image transformations and apply them in real-time, in any order and quantity to a dataset.
Track your error rate by writing your own code to redefine your output values or substrings.
Slice and filter datasets by any imaginable variable with our MQL editor. Search directly on image EXIF data or statistical values.
CVEDIA-CLI tool is an open source project hosted on GitHub that directly exports your selections to your local server.
Annotation tools for applications including autonomous vehicles, medical, agriculture, object detection, facial recognition, etc.
Stream augmented images directly to your neural network framework with our CVEDIA API.
Refine and filter your training in real-time with automatic reporting of the training loss back. Skip redundant images for a faster convergence.
Integrate your work directly to Amazon’s AMI or Google’s Cloud ML service or use our internal-based cloud services for ultimate security.
Our scalability is on demand. We reduce training times from weeks to a few hours. Our platform optimizes massive image datasets.
We support C++ and Python. Your selections are compatible with any of the machine learning libraries on the market.
Our system ingests both public and private datasets in a standardized way, preserving all of the data for you, so you don’t have to.
Confirms data on disk has been downloaded. Safety feature during API changes or other system-based interruptions.
Exports that have been interrupted can be resumed from the last downloaded entry, while still retaining a valid subset on disk for testing.
Customize. Transform. Cut. Slice. Adapt. Rescale. Fine tune. Your computer vision datasets. Easily manage your most important asset with CVEDIA.
A platform for computer vision applications that addresses the gruelling process of collecting, annotating, cleaning and managing your datasets from beginning to end. Regardless of your data source or application, our tools let you build training sets quicker than any other platform.