Home Community Voxel51 Open-Sources VoxelGPT: An AI Assistant That Harnesses GPT-3.5’s Power to Generate Python Code for Computer Vision Dataset Evaluation

Voxel51 Open-Sources VoxelGPT: An AI Assistant That Harnesses GPT-3.5’s Power to Generate Python Code for Computer Vision Dataset Evaluation

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Voxel51 Open-Sources VoxelGPT: An AI Assistant That Harnesses GPT-3.5’s Power to Generate Python Code for Computer Vision Dataset Evaluation

Voxel51, a distinguished innovator in data-centric computer vision and machine learning software, has recently introduced a remarkable breakthrough in the sector of computer vision with the launch of VoxelGPT. Leveraging the facility of GPT-3.5 and FiftyOne’s versatile computer vision query language, VoxelGPT empowers computer vision engineers, researchers, and organizations to curate high-quality datasets, develop high-performing models, and expedite 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 effortlessly filter, sort, semantically slice, and gain insights about images and videos of their datasets with no need to write down a single line of code. Unlike conventional no-code and low-code solutions, VoxelGPT combines the simplicity of such approaches with FiftyOne’s advanced querying and visualization, enabling users to leverage the pliability of their preferred tools and libraries while accelerating their computer vision workflows.

VoxelGPT offers several key capabilities that streamline computer vision workflows, saving time and resources:

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1. Search computer vision datasets: Users can employ natural language queries to look datasets, enabling them to retrieve specific samples based on various criteria, equivalent to retrieving random samples or identifying unique images with false optimistic predictions.

2. Ask computer vision, machine learning, and data science questions: VoxelGPT is a comprehensive educational resource providing insights into fundamental concepts and solutions to common data quality issues. Users can ask questions on precision and recall, object detection in images, and methods to cut back redundancy in datasets.

3. Search documentation, API specifications, and tutorials: VoxelGPT provides access to the whole collection of FiftyOne documentation, assisting users in quickly finding answers to FiftyOne-related questions. Topics equivalent to loading custom datasets into FiftyOne, exporting datasets in COCO format, and generating 2D images for point clouds might be quickly addressed.

Voxel51, a proponent of transparency and clarity in data, offers open-source and industrial software solutions that enable developers, scientists, and organizations to construct high-quality datasets and computer vision models.  

Hundreds of engineers and scientists have widely adopted its offerings for machine learning workflows. Enterprise customers across diverse sectors, including automotive, robotics, security, retail, and healthcare, depend on FiftyOne Teams, the collaborative platform provided by Voxel51, to securely collaborate on datasets and models. With a commitment to delivering data-centric AI solutions, Voxel51 continues to expand its team of remarkable individuals who share the vision of bringing data-centric AI to the world.


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Niharika

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Niharika is a Technical consulting intern at Marktechpost. She is a 3rd yr undergraduate, currently pursuing her B.Tech from Indian Institute of Technology(IIT), Kharagpur. She is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the most recent developments in these fields.


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