piwheels

Perception

Perception provides flexible, well-documented, and comprehensively tested tooling for perceptual hashing research, development, and production use.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install perception

Dependencies

• typing-extensions
• opencv-contrib-python-headless
• tqdm
• pywavelets
• pillow
• numpy
• scipy
• validators
• rich

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.9.2	2026-06-25
perception-0.9.2-cp311-cp311-linux_armv6l.whl (7 MB) perception-0.9.2-cp311-cp311-linux_armv7l.whl (7 MB) perception-0.9.2-cp313-cp313-linux_armv6l.whl (7 MB) perception-0.9.2-cp313-cp313-linux_armv7l.whl (7 MB)
0.9.1	2026-05-26
perception-0.9.1-cp311-cp311-linux_armv6l.whl (7 MB) perception-0.9.1-cp311-cp311-linux_armv7l.whl (7 MB) perception-0.9.1-cp313-cp313-linux_armv6l.whl (7 MB) perception-0.9.1-cp313-cp313-linux_armv7l.whl (7 MB)
0.9.0	2026-05-13
perception-0.9.0-cp311-cp311-linux_armv6l.whl (7 MB) perception-0.9.0-cp311-cp311-linux_armv7l.whl (7 MB) perception-0.9.0-cp313-cp313-linux_armv6l.whl (7 MB) perception-0.9.0-cp313-cp313-linux_armv7l.whl (7 MB)
0.8.5	2026-05-11
perception-0.8.5-cp311-cp311-linux_armv6l.whl (7 MB) perception-0.8.5-cp311-cp311-linux_armv7l.whl (7 MB) perception-0.8.5-cp313-cp313-linux_armv6l.whl (7 MB) perception-0.8.5-cp313-cp313-linux_armv7l.whl (7 MB)
0.8.4	2026-04-08
perception-0.8.4-cp311-cp311-manylinux_2_36_armv7l.whl (7 MB) perception-0.8.4-cp313-cp313-manylinux_2_41_armv7l.whl (7 MB)
0.8.3	2026-02-27
0.8.2	2025-11-24
perception-0.8.2-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB) perception-0.8.2-cp313-cp313-manylinux_2_41_armv7l.whl (3 MB)
0.8.1	2025-08-08
perception-0.8.1-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB)
0.8.0	2025-06-11
perception-0.8.0-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB) perception-0.8.0-cp313-cp313-manylinux_2_41_armv7l.whl (3 MB)
0.7.7	2024-09-24
perception-0.7.7-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB) perception-0.7.7-cp313-cp313-manylinux_2_41_armv7l.whl (3 MB)
0.7.6	2024-09-23
perception-0.7.6-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB)
0.7.5	2024-09-13
perception-0.7.5-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB) perception-0.7.5-cp313-cp313-manylinux_2_41_armv7l.whl (3 MB)
0.7.4	2024-09-13
perception-0.7.4-cp311-cp311-manylinux_2_36_armv7l.whl (3 MB) perception-0.7.4-cp313-cp313-manylinux_2_41_armv7l.whl (3 MB)
0.7.2	2024-04-10
0.7.2a6 pre-release	2024-04-09
0.7.2a5 pre-release	2024-04-09
0.7.0	2024-03-28
0.6.8	2023-03-21
perception-0.6.8-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.8-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.8-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.8-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.8-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.8-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.7	2023-03-21
perception-0.6.7-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.7-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.7-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.7-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.7-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.7-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.6	2022-10-03
perception-0.6.6-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.6-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.6-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.6-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.6-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.6-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.5	2022-08-10
perception-0.6.5-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.5-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.5-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.5-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.5-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.5-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.4	2022-07-12
perception-0.6.4-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.4-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.4-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.4-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.4-cp311-cp311-linux_armv6l.whl (2 MB) perception-0.6.4-cp311-cp311-linux_armv7l.whl (2 MB) perception-0.6.4-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.4-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.3	2022-07-11
perception-0.6.3-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.3-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.3-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.3-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.6.3-cp311-cp311-linux_armv6l.whl (2 MB) perception-0.6.3-cp311-cp311-linux_armv7l.whl (2 MB) perception-0.6.3-cp313-cp313-linux_armv6l.whl (2 MB) perception-0.6.3-cp313-cp313-linux_armv7l.whl (2 MB)
0.6.1	2022-07-07
perception-0.6.1-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.6.1-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.6.1-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.6.1-cp39-cp39-linux_armv7l.whl (2 MB)
0.5.3	2022-04-11
perception-0.5.3-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.5.3-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.5.3-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.5.3-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.5.3-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.5.3-cp39-cp39-linux_armv6l.whl (2 MB)
0.5.2	2021-06-04
perception-0.5.2-py3-none-any.whl (1 MB)
0.5.1	2021-01-22
perception-0.5.1-py3-none-any.whl (1 MB)
0.5.0	2021-01-19
perception-0.5.0-py3-none-any.whl (1 MB)
0.4.9	2021-01-11
perception-0.4.9-py3-none-any.whl (1 MB)
0.4.9rc3 pre-release	2021-01-11
perception-0.4.9rc3-py3-none-any.whl (1 MB)
0.4.8	2021-01-05
perception-0.4.8-py3-none-any.whl (1 MB)
0.4.7	2020-12-18
perception-0.4.7-py3-none-any.whl (1 MB)
0.4.6	2020-12-15
perception-0.4.6-py3-none-any.whl (1 MB)
0.4.5	2020-12-04
perception-0.4.5-py3-none-any.whl (1 MB)
0.4.4	2020-11-21
perception-0.4.4-py3-none-any.whl (1 MB)
0.4.3	2020-11-21
perception-0.4.3-py3-none-any.whl (1 MB)
0.4.2	2020-10-27
perception-0.4.2-py3-none-any.whl (1 MB)
0.4.1	2020-10-23
perception-0.4.1-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.4.1-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.4.1-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.4.1-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.4.1-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.4.1-cp39-cp39-linux_armv7l.whl (2 MB)
0.4.0	2020-10-17
perception-0.4.0-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.4.0-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.4.0-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.4.0-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.4.0-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.4.0-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.15	2020-09-09
perception-0.3.15-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.15-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.15-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.15-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.15-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.15-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.14	2020-09-01
perception-0.3.14-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.3.14-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.3.14-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.14-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.13	2020-07-16
perception-0.3.13-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.13-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.13-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.13-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.13-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.13-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.12	2020-06-29
perception-0.3.12-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.12-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.12-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.12-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.12-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.12-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.11	2020-06-26
perception-0.3.11-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.11-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.11-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.11-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.11-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.11-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.10	2020-06-23
perception-0.3.10-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.10-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.10-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.10-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.10-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.10-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.9	2020-06-16
perception-0.3.9-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.9-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.9-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.9-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.9-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.9-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.8	2020-06-09
perception-0.3.8-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.8-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.8-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.8-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.8-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.8-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.7	2020-06-03
perception-0.3.7-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.7-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.7-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.7-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.7-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.7-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.6	2020-06-02
perception-0.3.6-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.6-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.6-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.6-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.6-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.6-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.5	2020-06-01
perception-0.3.5-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.5-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.5-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.5-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.5-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.5-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.4	2020-05-29
perception-0.3.4-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.4-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.4-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.4-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.4-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.4-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.3	2020-05-19
perception-0.3.3-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.3-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.3-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.3-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.3-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.3-cp39-cp39-linux_armv7l.whl (2 MB)
0.3.2	2020-05-04
perception-0.3.2-cp35-cp35m-linux_armv7l.whl (2 MB) perception-0.3.2-cp35-cp35m-linux_armv6l.whl (2 MB) perception-0.3.2-cp37-cp37m-linux_armv6l.whl (2 MB) perception-0.3.2-cp37-cp37m-linux_armv7l.whl (2 MB) perception-0.3.2-cp39-cp39-linux_armv6l.whl (2 MB) perception-0.3.2-cp39-cp39-linux_armv7l.whl (2 MB) perception-0.3.2-cp311-cp311-linux_armv6l.whl (2 MB) perception-0.3.2-cp311-cp311-linux_armv7l.whl (2 MB)
0.3.1	2020-05-02
perception-0.3.1-cp35-cp35m-linux_armv6l.whl (1 MB) perception-0.3.1-cp35-cp35m-linux_armv7l.whl (1 MB) perception-0.3.1-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.3.1-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.3.1-cp39-cp39-linux_armv6l.whl (1 MB) perception-0.3.1-cp39-cp39-linux_armv7l.whl (1 MB)
0.3.0	2020-04-29
perception-0.3.0-cp35-cp35m-linux_armv6l.whl (1 MB) perception-0.3.0-cp35-cp35m-linux_armv7l.whl (1 MB) perception-0.3.0-cp37-cp37m-linux_armv6l.whl (1 MB) perception-0.3.0-cp37-cp37m-linux_armv7l.whl (1 MB) perception-0.3.0-cp39-cp39-linux_armv6l.whl (1 MB) perception-0.3.0-cp39-cp39-linux_armv7l.whl (1 MB)
0.2.1	2019-12-20
perception-0.2.1-py3-none-any.whl (674 KB)
0.2.0	2019-12-20
perception-0.2.0-py3-none-any.whl (672 KB)
0.1.0	2019-11-04
perception-0.1.0-py3-none-any.whl (233 KB)
0.0.0	2019-09-09
perception-0.0.0-cp311-cp311-manylinux_2_36_armv7l.whl (7 MB)

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