Skip to main content

Distinguish behavioral clusters Toolbox

Project description

CASTLE

PyPI version Open In Colab

CASTLE integrates the strengths of visual foundation models trained on large datasets possess open-world visual concepts, including Segment Anything (SA), DeAOT, and DINOv2, for one-shot image segmentation and unsupervised visual feature extraction. Furthermore, CASTLE employs unsupervised multi-stage and/or multi-layer UMAP clustering algorithms to distinguish behavioral clusters with unique temporal variability.

Install

pip install castle-ai

Open

python web_ui/app.py

Reference

Segment Anything

DeAOT

DINOv2

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

castle_ai-0.0.6.tar.gz (107.2 kB view details)

Uploaded Source

Built Distribution

castle_ai-0.0.6-py2.py3-none-any.whl (145.4 kB view details)

Uploaded Python 2 Python 3

File details

Details for the file castle_ai-0.0.6.tar.gz.

File metadata

  • Download URL: castle_ai-0.0.6.tar.gz
  • Upload date:
  • Size: 107.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.0 CPython/3.10.12

File hashes

Hashes for castle_ai-0.0.6.tar.gz
Algorithm Hash digest
SHA256 44759325e2d41fffa926f16a203d7f6e409827e6a86dcb4cb83e36b2eb75158d
MD5 1fc4c54a0f1c216f9f77c6abb7dd317f
BLAKE2b-256 fd09666eeb5dde800bbaadeeb7572774ff4f4528a4f8d03d3b9e1742b0456a9a

See more details on using hashes here.

File details

Details for the file castle_ai-0.0.6-py2.py3-none-any.whl.

File metadata

  • Download URL: castle_ai-0.0.6-py2.py3-none-any.whl
  • Upload date:
  • Size: 145.4 kB
  • Tags: Python 2, Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.0 CPython/3.10.12

File hashes

Hashes for castle_ai-0.0.6-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 e817800134b61550637d0fcec8bb7d19f4ab52dbfb4159d87a278d65376abba8
MD5 96c05b4573eb28432fb670123c65d7b5
BLAKE2b-256 aaffdf30d2e4f14da3e17d8e612827d92144554c70ac887eef7152277b529053

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page