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45 commits

Author SHA1 Message Date
renovate[bot]
70c78a09a4
chore(deps): update dependency ruff to v0.4.0 (#9047) 2024-04-23 17:03:32 -04:00
renovate[bot]
7a2c1bab23
chore(deps): update machine-learning (#9029) 2024-04-23 14:33:12 -04:00
renovate[bot]
7db07bbe61
fix(deps): update dependency gunicorn to v22 [security] (#8863) 2024-04-17 11:23:24 -04:00
renovate[bot]
4c4ebf769f
chore(deps): update dependency ruff to v0.3.6 (#8850) 2024-04-16 12:53:04 -04:00
renovate[bot]
640f53fe0a
fix(deps): update dependency pillow to v10.3.0 [security] (#8493)
* fix(deps): update dependency pillow to v10.3.0 [security]

* fix typing

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-04-11 05:48:09 +00:00
renovate[bot]
1bca1b8bde
fix(deps): update machine-learning (#8646)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-04-11 01:38:30 -04:00
renovate[bot]
4ed68cf673
fix(deps): update dependency orjson to v3.10.0 (#8473) 2024-04-02 19:22:50 +00:00
renovate[bot]
e520c0d1f5
chore(deps): update dependency black to v24.3.0 [security] (#8109)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-04-02 00:44:57 -04:00
renovate[bot]
e2d5a8c0bb
fix(deps): update machine-learning (#8280)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-03-31 06:05:18 +00:00
renovate[bot]
9fd5d2ad9c
fix(deps): update machine-learning (#8057)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-03-20 22:59:15 -04:00
Mert
3a045b33ca
chore(deps): update onnxruntime-openvino (#7854) 2024-03-16 00:04:45 -04:00
renovate[bot]
eea0a98090
chore(deps): update machine-learning (#7890) 2024-03-15 17:19:28 -04:00
renovate[bot]
4b4ebe4f80
fix(deps): update machine-learning (#7871)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-03-11 23:26:43 -04:00
renovate[bot]
4c0bb2308c
fix(deps): update machine-learning (#7634)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-03-06 00:24:33 -05:00
martin
8ce18b3403
feat(machine-learning): support cuda 12 (#7569)
* feat: support cuda12

* fix: group optional

* move to cuda 12

* pr feedback
2024-03-02 23:36:16 -05:00
renovate[bot]
fd301a3261
fix(deps): update dependency orjson to v3.9.15 [security] (#7438) 2024-02-27 10:59:28 -05:00
renovate[bot]
8965c25f54
chore(deps): update machine-learning (#7451)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-02-27 00:53:37 -05:00
renovate[bot]
a771f33fa3
chore(deps): update machine-learning (#7225) 2024-02-21 01:12:38 -05:00
renovate[bot]
2b8ec30767
chore(deps): update machine-learning (major) (#6934)
* chore(deps): update machine-learning

* formatting

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-02-12 22:29:15 -05:00
renovate[bot]
bfba81de94
chore(deps): update machine-learning (#6931)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-02-12 21:08:17 -05:00
renovate[bot]
a8fefe4467
fix(deps): update dependency python-multipart to v0.0.7 [security] (#7054) 2024-02-12 13:32:12 -05:00
renovate[bot]
f7d0a8ed0a
fix(deps): update dependency fastapi to v0.109.1 [security] (#6923)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-02-06 12:21:24 +01:00
renovate[bot]
2bcba526df
fix(deps): update machine-learning (#6745)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-01-29 20:43:14 -05:00
renovate[bot]
1c35110806
fix(deps): update dependency orjson to v3.9.12 (#6600) 2024-01-23 18:10:10 -05:00
renovate[bot]
871d0c725f
chore(deps): pin dependencies (#6436)
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2024-01-22 11:08:00 -05:00
Mert
95cfe22866
feat(ml)!: cuda and openvino acceleration (#5619)
* cuda and openvino ep, refactor, update dockerfile

* updated workflow

* typing fixes

* added tests

* updated ml test gh action

* updated README

* updated docker-compose

* added compute to hwaccel.yml

* updated gh matrix

updated gh matrix

updated gh matrix

updated gh matrix

updated gh matrix

give up

* remove cuda/arm64 build

* add hwaccel image tags to docker-compose

* remove unnecessary quotes

* add suffix to git tag

* fixed kwargs in base model

* armnn ld_library_path

* update pyproject.toml

* add armnn workflow

* formatting

* consolidate hwaccel files, update docker compose

* update hw transcoding docs

* add ml hwaccel docs

* update dev and prod docker-compose

* added armnn prerequisite docs

* support 3.10

* updated docker-compose comments

* formatting

* test coverage

* don't set arena extend strategy for openvino

* working openvino

* formatting

* fix dockerfile

* added type annotation

* add wsl configuration for openvino

* updated lock file

* copy python3

* comment out extends section

* fix platforms

* simplify workflow suffix tagging

* simplify aio transcoding doc

* update docs and workflow for `hwaccel.yml` change

* revert docs
2024-01-21 18:22:39 -05:00
Mert
68f52818ae
feat(server): separate face clustering job (#5598)
* separate facial clustering job

* update api

* fixed some tests

* invert clustering

* hdbscan

* update api

* remove commented code

* wip dbscan

* cleanup

removed cluster endpoint

remove commented code

* fixes

updated tests

minor fixes and formatting

fixed queuing

refinements

* scale search range based on library size

* defer non-core faces

* optimizations

removed unused query option

* assign faces individually for correctness

fixed unit tests

remove unused method

* don't select face embedding

update sql

linting

fixed ml typing

* updated job mock

* paginate people query

* select face embeddings because typeorm

* fix setting face detection concurrency

* update sql

formatting

linting

* simplify logic

remove unused imports

* more specific delete signature

* more accurate typing for face stubs

* add migration

formatting

* chore: better typing

* don't select embedding by default

remove unused import

* updated sql

* use normal try/catch

* stricter concurrency typing and enforcement

* update api

* update job concurrency panel to show disabled queues

formatting

* check jobId in queueAll

fix tests

* remove outdated comment

* better facial recognition icon

* wording

wording

formatting

* fixed tests

* fix

* formatting & sql

* try to fix sql check

* more detailed description

* update sql

* formatting

* wording

* update `minFaces` description

---------

Co-authored-by: Jason Rasmussen <jrasm91@gmail.com>
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2024-01-18 00:08:48 -05:00
renovate[bot]
20be42cec0
chore(deps): update machine-learning (#6302)
* chore(deps): update machine-learning

* fix typing, use new lifespan syntax

* wrap in try / finally

* move log

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-01-13 05:00:09 +00:00
renovate[bot]
3edc87f684
fix(deps): update machine-learning (#5180)
* fix(deps): update machine-learning

* updated ruff command

* use isinstance

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2023-12-25 22:37:48 -05:00
renovate[bot]
612590feda
fix(deps): update dependency pillow to v10 [security] (#5944) 2023-12-23 14:10:05 +00:00
Mert
19ea0ead85
renovate: use in-range-only strategy for python (#5937) 2023-12-23 09:04:36 -05:00
Mert
092a23fd7f
feat(server,ml): remove image tagging (#5903)
* remove image tagging

* updated lock

* fixed tests, improved logging

* be nice

* fixed tests
2023-12-20 20:47:56 -05:00
Mert
6e10d15f2c
pin python (#5272) 2023-11-22 19:42:17 -05:00
Mert
f7ada7351e
update onnxruntime (#5175) 2023-11-20 08:44:45 -06:00
Mert
87a0ba3db3
feat(ml): export clip models to ONNX and host models on Hugging Face (#4700)
* export clip models

* export to hf

refactored export code

* export mclip, general refactoring

cleanup

* updated conda deps

* do transforms with pillow and numpy, add tokenization config to export, general refactoring

* moved conda dockerfile, re-added poetry

* minor fixes

* updated link

* updated tests

* removed `requirements.txt` from workflow

* fixed mimalloc path

* removed torchvision

* cleaner np typing

* review suggestions

* update default model name

* update test
2023-10-31 05:02:04 -05:00
Mert
41461e0d5d
chore(ml): memory optimisations (#3934) 2023-08-31 18:30:53 -05:00
Mert
bcc36d14a1
feat(ml)!: customizable ML settings (#3891)
* consolidated endpoints, added live configuration

* added ml settings to server

* added settings dashboard

* updated deps, fixed typos

* simplified modelconfig

updated tests

* Added ml setting accordion for admin page

updated tests

* merge `clipText` and `clipVision`

* added face distance setting

clarified setting

* add clip mode in request, dropdown for face models

* polished ml settings

updated descriptions

* update clip field on error

* removed unused import

* add description for image classification threshold

* pin safetensors for arm wheel

updated poetry lock

* moved dto

* set model type only in ml repository

* revert form-data package install

use fetch instead of axios

* added slotted description with link

updated facial recognition description

clarified effect of disabling tasks

* validation before model load

* removed unnecessary getconfig call

* added migration

* updated api

updated api

updated api

---------

Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2023-08-29 08:58:00 -05:00
Mert
165b91b068
feat(ml)!: switch image classification and CLIP models to ONNX (#3809) 2023-08-25 06:28:51 +02:00
Mert
c73832bd9c
refactor(ml): model downloading (#3545)
* download facial recognition models

* download hf models

* simplified logic

* updated `predict` for facial recognition

* ensure download method is called

* fixed repo_id for clip

* fixed download destination

* use st's own `snapshot_download`

* conditional download

* fixed predict method

* check if loaded

* minor fixes

* updated mypy overrides

* added pytest-mock

* updated tests

* updated lock
2023-08-05 21:45:13 -05:00
Mert
8f08100a30
moved deps (#3379) 2023-07-22 15:04:52 -05:00
Mert
df1e8679d9
chore(ml): added testing and github workflow (#2969)
* added testing

* github action for python, made mypy happy

* formatted with black

* minor fixes and styling

* test model cache

* cache test dependencies

* narrowed model cache tests

* moved endpoint tests to their own class

* cleaned up fixtures

* formatting

* removed unused dep
2023-06-27 18:21:33 -05:00
Mert
a58482cb2b
added locustfile (#2926) 2023-06-25 13:20:45 -05:00
Zeeshan Khan
34201be74c
feat(ml) backend takes image over HTTP (#2783)
* using pydantic BaseSetting

* ML API takes image file as input

* keeping image in memory

* reducing duplicate code

* using bytes instead of UploadFile & other small code improvements

* removed form-multipart, using HTTP body

* format code

---------

Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2023-06-17 22:49:19 -05:00
Mert
d0cc231782
feat(ml): model unloading (#2661)
* model cache

* fixed revalidation when using cache namespace

* fixed ttl not being set, added lock
2023-06-06 20:48:51 -05:00
Mert
1e748864c5
chore(ml): updated dockerfile, added typing, packaging (#2642)
* updated dockerfile, added typing, packaging

apply env change

* added arm64 support

* added ml version pump, second try for arm64

* added linting config to pyproject.toml

* renamed ml input field

* fixed linter config

* fixed dev docker compose
2023-06-05 09:40:48 -05:00