Voxel51
FiftyOne by Voxel51 - the most powerful visual AI and computer vision data platform.
Without the right data, even the smartest AI models fail. FiftyOne gives machine learning engineers the power to deeply understand and evaluate their visual datasets—across images, videos, 3D point clouds, geospatial, and medical data.
With over 2.8 million open source installs and customers like Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne is an indispensable tool for building computer vision systems that work in the real world, not just in the lab.
FiftyOne streamlines visual data curation and model analysis with workflows to simplify the labor-intensive processes of visualizing and analyzing insights during data curation and model refinement—addressing a major challenge in large-scale data pipelines with billions of samples.
Proven impact with FiftyOne:
⬆️30% increase in model accuracy
⏱️5+ months of development time saved
📈30% boost in productivity
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Imatag
IMATAG protects your visual content online, such as product images, brand visuals, licensed content, or sensitive files.
Based on a patented technology of Invisible Watermark (or Forensic Watermark), it comes in two flavors:
- IMATAG LEAKS, the first online solution for the identification of photo or video leaks,
- and IMATAG MONITOR, the most reliable visual search solution to track the use of your content on the internet.
How it works:
The software discreetly places an imperceptible identifier at the pixel level of images or videos. This invisible watermark allows to identify your content on the web regardless if it has been resized, cropped or trimmed, posted on social media or copied via a screenshot. Used as a tracker, it is also able to trace the origin of a leak.
Supports images (photos, renders, design), videos, and PDF.
Available as SaaS via Web UI or API, or on premise software.
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Google Cloud Vision AI
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.
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Visual Layer
Visual Layer is a platform for working with large volumes of image and video data. It supports visual search, filtering, tagging, and dataset structuring across raw files, metadata, and labels. No code is required, and both technical and non-technical teams use it in production. Common applications include curating datasets for machine learning, auditing visual content for compliance, reviewing surveillance material, and preparing media for downstream platforms.
The platform detects duplicates, mislabeled items, outliers, and low-quality files to improve data quality before model training or operational decision-making. It is model-agnostic, supports both cloud and on-premise deployment, and is built by the creators of Fastdup, the widely used open-source tool for visual deduplication.
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