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.
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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