Voxel51, a leading data-centric computer vision and machine learning software innovator, has recently introduced a remarkable breakthrough in the field of computer vision with the release of VoxelGPT. Leveraging the power of GPT-3.5 and FiftyOne’s versatile computer vision query language, VoxelGPT enables computer vision engineers, researchers, and organizations to select high-quality data sets, develop high-performance models, and accelerate the transition of AI projects from proof of concept to production.
VoxelGPT offers seamless integration of natural language queries with practical Python code. This transformative capability allows users to filter, sort, semantically segment, and get insights about images and videos in their data sets without needing to write a single line of code. Unlike conventional low-code and no-code solutions, VoxelGPT combines the simplicity of such approaches with FiftyOne’s advanced query and visualization, allowing users to take advantage of the flexibility of their preferred tools and libraries while accelerating their workflows. of computer vision.
VoxelGPT offers several key capabilities that streamline machine vision workflows, saving time and resources:
1. Search machine vision data sets: Users can employ natural language queries to search data sets, allowing them to retrieve specific samples based on various criteria, such as retrieving random samples or identifying unique images with false optimistic predictions.
2. Ask questions about computer vision, machine learning, and data science: VoxelGPT is a comprehensive educational resource that provides information on fundamental concepts and solutions to common data quality problems. Users can ask questions about accuracy and recall, object detection in images, and methods to reduce redundancy in data sets.
3. Find documentation, API specs, and tutorials: VoxelGPT provides access to the complete collection of FiftyOne documentation, helping users quickly find answers to FiftyOne related questions. Topics such as loading custom data sets into FiftyOne, exporting data sets in COCO format, and generating 2D images for point clouds can be quickly addressed.
Voxel51, an advocate of transparency and clarity in data, provides open source and commercial software solutions that enable developers, scientists, and organizations to create high-quality data sets and machine vision models.
Thousands of engineers and scientists have widely adopted its offerings for machine learning workflows. Enterprise customers across industries including automotive, robotics, security, retail, and healthcare rely on FiftyOne Teams, the collaborative platform powered by Voxel51, to securely collaborate on data sets and models. . With a commitment to deliver data-centric AI solutions, Voxel51 continues to grow its team of exceptional people who share the vision of bringing data-centric AI to the world.
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Niharika is a technical consulting intern at Marktechpost. She is a third year student, currently pursuing her B.Tech from the Indian Institute of Technology (IIT), Kharagpur. She is a very enthusiastic person with a strong interest in machine learning, data science, and artificial intelligence and an avid reader of the latest developments in these fields.
