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TensorGrid: multimodal data platform for building high-quality datasets and computer vision models (derived from FiftyOne)

Project description

TensorGrid Platform

Multimodal data platform for building high-quality datasets and computer vision models.

Derived from FiftyOne (Apache 2.0). See NOTICE for attribution.

PyPI version License Python

GitHub · Releases


Install

pip install tensorgrid-platform

fiftyone-db and fiftyone-brain are installed automatically as dependencies.

Quick start

import tensorgrid as tg
import tensorgrid.zoo as tgz

dataset = tgz.load_zoo_dataset("quickstart")
session = tg.launch_app(dataset)
session.wait(-1)

Open http://localhost:5151 in your browser.

CLI

tg app launch quickstart
tensorgrid app launch quickstart

Python API

import tensorgrid as tg          # recommended
import fiftyone as fo            # compatibility alias

Development install

Clone the GitHub repository, build the web app, then:

pip install -e core/
./scripts/start-tensorgrid.sh

License

Apache 2.0. TensorGrid modifications © TensorGrid Contributors. Original FiftyOne © Voxel51, Inc.

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