nofacedb/faceprocessor is a face recognition engine for NoFaceDB program complex.

NoFaceDB

Last update: Sep 6, 2021

Related tags

Computer Vision python microservice server face-recognition face-detection aiohttp-server

Overview

faceprocessor

nofacedb/faceprocessor is a face recognition engine for NoFaceDB program complex.

Tech

faceprocessor uses a number of open source projects to work properly:

face_recognition - simple but cool API for processing faces on images;
AIOHTTP - asynchronous HTTP library;

Installation

faceprocessor requires Python v3.6+ to run.

Get faceprocessor (and other microservices), install the dependencies from requirements.txt, and now You are ready to find faces!

$ git clone https://github.com/nofacedb/faceprocessor
$ cd faceprocessor
$ pip install -r requirements.txt

HowTo

faceprocessor consists of two main scripts: src/faceprocessor.py and src/runner.py. First is a complete server + facerecognizer and second is it's suprevisor. Because of faceprocessor.py can't clean GPU memory after it processes image (and executing it for every new image is too slow), it processes images until it fails, and ther runner.py restarts it.

Many thanks to:

Igor Vishnyakov and Mikhail Pinchukov - my scientific directors;

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Comments

Bump pyyaml from 5.1 to 5.4
Bumps pyyaml from 5.1 to 5.4.

Changelog

Sourced from pyyaml's changelog.

5.4 (2021-01-19)

yaml/pyyaml#407 -- Build modernization, remove distutils, fix metadata, build wheels, CI to GHA

yaml/pyyaml#472 -- Fix for CVE-2020-14343, moves arbitrary python tags to UnsafeLoader

yaml/pyyaml#441 -- Fix memory leak in implicit resolver setup

yaml/pyyaml#392 -- Fix py2 copy support for timezone objects

yaml/pyyaml#378 -- Fix compatibility with Jython

5.3.1 (2020-03-18)

yaml/pyyaml#386 -- Prevents arbitrary code execution during python/object/new constructor

5.3 (2020-01-06)

yaml/pyyaml#290 -- Use is instead of equality for comparing with None

yaml/pyyaml#270 -- Fix typos and stylistic nit

yaml/pyyaml#309 -- Fix up small typo

yaml/pyyaml#161 -- Fix handling of slots

yaml/pyyaml#358 -- Allow calling add_multi_constructor with None

yaml/pyyaml#285 -- Add use of safe_load() function in README

yaml/pyyaml#351 -- Fix reader for Unicode code points over 0xFFFF

yaml/pyyaml#360 -- Enable certain unicode tests when maxunicode not > 0xffff

yaml/pyyaml#359 -- Use full_load in yaml-highlight example

yaml/pyyaml#244 -- Document that PyYAML is implemented with Cython

yaml/pyyaml#329 -- Fix for Python 3.10

yaml/pyyaml#310 -- Increase size of index, line, and column fields

yaml/pyyaml#260 -- Remove some unused imports

yaml/pyyaml#163 -- Create timezone-aware datetimes when parsed as such

yaml/pyyaml#363 -- Add tests for timezone

5.2 (2019-12-02)

Repair incompatibilities introduced with 5.1. The default Loader was changed, but several methods like add_constructor still used the old default yaml/pyyaml#279 -- A more flexible fix for custom tag constructors yaml/pyyaml#287 -- Change default loader for yaml.add_constructor yaml/pyyaml#305 -- Change default loader for add_implicit_resolver, add_path_resolver

Make FullLoader safer by removing python/object/apply from the default FullLoader yaml/pyyaml#347 -- Move constructor for object/apply to UnsafeConstructor

Fix bug introduced in 5.1 where quoting went wrong on systems with sys.maxunicode <= 0xffff yaml/pyyaml#276 -- Fix logic for quoting special characters

Other PRs: yaml/pyyaml#280 -- Update CHANGES for 5.1

5.1.2 (2019-07-30)

Re-release of 5.1 with regenerated Cython sources to build properly for Python 3.8b2+

... (truncated)

Commits

58d0cb7 5.4 release

a60f7a1 Fix compatibility with Jython

ee98abd Run CI on PR base branch changes

ddf2033 constructor.timezone: _copy & deepcopy

fc914d5 Avoid repeatedly appending to yaml_implicit_resolvers

a001f27 Fix for CVE-2020-14343

fe15062 Add 3.9 to appveyor file for completeness sake

1e1c7fb Add a newline character to end of pyproject.toml

0b6b7d6 Start sentences and phrases for capital letters

c976915 Shell code improvements

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dependencies
opened by dependabot[bot] 1
Bump aiohttp from 3.5.4 to 3.7.4
Bumps aiohttp from 3.5.4 to 3.7.4.

Release notes

Sourced from aiohttp's releases.

aiohttp 3.7.3 release

Features

Use Brotli instead of brotlipy [#3803](https://github.com/aio-libs/aiohttp/issues/3803) <https://github.com/aio-libs/aiohttp/issues/3803>_

Made exceptions pickleable. Also changed the repr of some exceptions. [#4077](https://github.com/aio-libs/aiohttp/issues/4077) <https://github.com/aio-libs/aiohttp/issues/4077>_

Bugfixes

Raise a ClientResponseError instead of an AssertionError for a blank HTTP Reason Phrase. [#3532](https://github.com/aio-libs/aiohttp/issues/3532) <https://github.com/aio-libs/aiohttp/issues/3532>_

Fix web_middlewares.normalize_path_middleware behavior for patch without slash. [#3669](https://github.com/aio-libs/aiohttp/issues/3669) <https://github.com/aio-libs/aiohttp/issues/3669>_

Fix overshadowing of overlapped sub-applications prefixes. [#3701](https://github.com/aio-libs/aiohttp/issues/3701) <https://github.com/aio-libs/aiohttp/issues/3701>_

Make BaseConnector.close() a coroutine and wait until the client closes all connections. Drop deprecated "with Connector():" syntax. [#3736](https://github.com/aio-libs/aiohttp/issues/3736) <https://github.com/aio-libs/aiohttp/issues/3736>_

Reset the sock_read timeout each time data is received for a aiohttp.client response. [#3808](https://github.com/aio-libs/aiohttp/issues/3808) <https://github.com/aio-libs/aiohttp/issues/3808>_

Fixed type annotation for add_view method of UrlDispatcher to accept any subclass of View [#3880](https://github.com/aio-libs/aiohttp/issues/3880) <https://github.com/aio-libs/aiohttp/issues/3880>_

Fixed querying the address families from DNS that the current host supports. [#5156](https://github.com/aio-libs/aiohttp/issues/5156) <https://github.com/aio-libs/aiohttp/issues/5156>_

Change return type of MultipartReader.aiter() and BodyPartReader.aiter() to AsyncIterator. [#5163](https://github.com/aio-libs/aiohttp/issues/5163) <https://github.com/aio-libs/aiohttp/issues/5163>_

Provide x86 Windows wheels. [#5230](https://github.com/aio-libs/aiohttp/issues/5230) <https://github.com/aio-libs/aiohttp/issues/5230>_

Improved Documentation

Add documentation for aiohttp.web.FileResponse. [#3958](https://github.com/aio-libs/aiohttp/issues/3958) <https://github.com/aio-libs/aiohttp/issues/3958>_

Removed deprecation warning in tracing example docs [#3964](https://github.com/aio-libs/aiohttp/issues/3964) <https://github.com/aio-libs/aiohttp/issues/3964>_

Fixed wrong "Usage" docstring of aiohttp.client.request. [#4603](https://github.com/aio-libs/aiohttp/issues/4603) <https://github.com/aio-libs/aiohttp/issues/4603>_

Add aiohttp-pydantic to third party libraries [#5228](https://github.com/aio-libs/aiohttp/issues/5228) <https://github.com/aio-libs/aiohttp/issues/5228>_

Misc

... (truncated)

Changelog

Sourced from aiohttp's changelog.

3.7.4 (2021-02-25)

Bugfixes

(SECURITY BUG) Started preventing open redirects in the aiohttp.web.normalize_path_middleware middleware. For more details, see https://github.com/aio-libs/aiohttp/security/advisories/GHSA-v6wp-4m6f-gcjg.

Thanks to Beast Glatisant <https://github.com/g147>__ for finding the first instance of this issue and Jelmer Vernooĳ <https://jelmer.uk/>__ for reporting and tracking it down in aiohttp. [#5497](https://github.com/aio-libs/aiohttp/issues/5497) <https://github.com/aio-libs/aiohttp/issues/5497>_

Fix interpretation difference of the pure-Python and the Cython-based HTTP parsers construct a yarl.URL object for HTTP request-target.

Before this fix, the Python parser would turn the URI's absolute-path for //some-path into / while the Cython code preserved it as //some-path. Now, both do the latter. [#5498](https://github.com/aio-libs/aiohttp/issues/5498) <https://github.com/aio-libs/aiohttp/issues/5498>_

3.7.3 (2020-11-18)

Features

Use Brotli instead of brotlipy [#3803](https://github.com/aio-libs/aiohttp/issues/3803) <https://github.com/aio-libs/aiohttp/issues/3803>_

Made exceptions pickleable. Also changed the repr of some exceptions. [#4077](https://github.com/aio-libs/aiohttp/issues/4077) <https://github.com/aio-libs/aiohttp/issues/4077>_

Bugfixes

Raise a ClientResponseError instead of an AssertionError for a blank HTTP Reason Phrase. [#3532](https://github.com/aio-libs/aiohttp/issues/3532) <https://github.com/aio-libs/aiohttp/issues/3532>_

Fix web_middlewares.normalize_path_middleware behavior for patch without slash. [#3669](https://github.com/aio-libs/aiohttp/issues/3669) <https://github.com/aio-libs/aiohttp/issues/3669>_

Fix overshadowing of overlapped sub-applications prefixes. [#3701](https://github.com/aio-libs/aiohttp/issues/3701) <https://github.com/aio-libs/aiohttp/issues/3701>_

... (truncated)

Commits

0a26acc Bump aiohttp to v3.7.4 for a security release

021c416 Merge branch 'ghsa-v6wp-4m6f-gcjg' into master

4ed7c25 Bump chardet from 3.0.4 to 4.0.0 (#5333)

b61f0fd Fix how pure-Python HTTP parser interprets //

5c1efbc Bump pre-commit from 2.9.2 to 2.9.3 (#5322)

0075075 Bump pygments from 2.7.2 to 2.7.3 (#5318)

5085173 Bump multidict from 5.0.2 to 5.1.0 (#5308)

5d1a75e Bump pre-commit from 2.9.0 to 2.9.2 (#5290)

6724d0e Bump pre-commit from 2.8.2 to 2.9.0 (#5273)

c688451 Removed duplicate timeout parameter in ClientSession reference docs. (#5262) ...

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dependencies
opened by dependabot[bot] 1
Bump pillow from 6.0.0 to 6.2.0
Bumps pillow from 6.0.0 to 6.2.0.

Release notes

Sourced from pillow's releases.

6.2.0

https://pillow.readthedocs.io/en/stable/releasenotes/6.2.0.html

6.1.0

https://pillow.readthedocs.io/en/stable/releasenotes/6.1.0.html

Changelog

Sourced from pillow's changelog.

6.2.0 (2019-10-01)

Catch buffer overruns #4104 [radarhere]

Initialize rows_per_strip when RowsPerStrip tag is missing #4034 [cgohlke, radarhere]

Raise error if TIFF dimension is a string #4103 [radarhere]

Added decompression bomb checks #4102 [radarhere]

Fix ImageGrab.grab DPI scaling on Windows 10 version 1607+ #4000 [nulano, radarhere]

Corrected negative seeks #4101 [radarhere]

Added argument to capture all screens on Windows #3950 [nulano, radarhere]

Updated warning to specify when Image.frombuffer defaults will change #4086 [radarhere]

Changed WindowsViewer format to PNG #4080 [radarhere]

Use TIFF orientation #4063 [radarhere]

Raise the same error if a truncated image is loaded a second time #3965 [radarhere]

Lazily use ImageFileDirectory_v1 values from Exif #4031 [radarhere]

Improved HSV conversion #4004 [radarhere]

Added text stroking #3978 [radarhere, hugovk]

No more deprecated bdist_wininst .exe installers #4029 [hugovk]

Do not allow floodfill to extend into negative coordinates #4017 [radarhere]

... (truncated)

Commits

8a30d13 Updated CHANGES.rst [ci skip]

75602d1 6.2.0 version bump

4756af9 Updated CHANGES.rst [ci skip]

cc16025 Merge pull request #4104 from radarhere/overrun

fb84701 Merge pull request #4034 from cgohlke/patch-1

b9693a5 Merge pull request #4103 from radarhere/dimension

f228d0c Merge pull request #4102 from radarhere/decompression

aaf2c42 Merge pull request #4000 from nulano/dpi_fix

b36c1bc Merge pull request #4101 from radarhere/negative_seek

9a977b9 Raise error if dimension is a string

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dependencies
opened by dependabot[bot] 0
Bump numpy from 1.16.3 to 1.22.0
Bumps numpy from 1.16.3 to 1.22.0.

Release notes

Sourced from numpy's releases.

v1.22.0

NumPy 1.22.0 Release Notes

NumPy 1.22.0 is a big release featuring the work of 153 contributors spread over 609 pull requests. There have been many improvements, highlights are:

Annotations of the main namespace are essentially complete. Upstream is a moving target, so there will likely be further improvements, but the major work is done. This is probably the most user visible enhancement in this release.

A preliminary version of the proposed Array-API is provided. This is a step in creating a standard collection of functions that can be used across application such as CuPy and JAX.

NumPy now has a DLPack backend. DLPack provides a common interchange format for array (tensor) data.

New methods for quantile, percentile, and related functions. The new methods provide a complete set of the methods commonly found in the literature.

A new configurable allocator for use by downstream projects.

These are in addition to the ongoing work to provide SIMD support for commonly used functions, improvements to F2PY, and better documentation.

The Python versions supported in this release are 3.8-3.10, Python 3.7 has been dropped. Note that 32 bit wheels are only provided for Python 3.8 and 3.9 on Windows, all other wheels are 64 bits on account of Ubuntu, Fedora, and other Linux distributions dropping 32 bit support. All 64 bit wheels are also linked with 64 bit integer OpenBLAS, which should fix the occasional problems encountered by folks using truly huge arrays.

Expired deprecations

Deprecated numeric style dtype strings have been removed

Using the strings "Bytes0", "Datetime64", "Str0", "Uint32", and "Uint64" as a dtype will now raise a TypeError.

(gh-19539)

Expired deprecations for loads, ndfromtxt, and mafromtxt in npyio

numpy.loads was deprecated in v1.15, with the recommendation that users use pickle.loads instead. ndfromtxt and mafromtxt were both deprecated in v1.17 - users should use numpy.genfromtxt instead with the appropriate value for the usemask parameter.

(gh-19615)

... (truncated)

Commits

4adc87d Merge pull request #20685 from charris/prepare-for-1.22.0-release

fd66547 REL: Prepare for the NumPy 1.22.0 release.

125304b wip

c283859 Merge pull request #20682 from charris/backport-20416

5399c03 Merge pull request #20681 from charris/backport-20954

f9c45f8 Merge pull request #20680 from charris/backport-20663

794b36f Update armccompiler.py

d93b14e Update test_public_api.py

7662c07 Update init.py

311ab52 Update armccompiler.py

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dependencies
opened by dependabot[bot] 0