…mployee,...

Add API documentation for create_new_faceEntry, get_employees, read_employee,...

See merge request Devasy23/FaceRec!2

Preliminary code for vector search

…etup

Add Face Recognition System Proposal and Project Plan

* Update sonarcloud.yml

* Update sonarcloud.yml

* Update sonarcloud.yml

* Update sonarcloud.yml

* Update sonarcloud.yml via gpt4

* Update sonarcloud.yml

* Update sonarcloud.yml

* Update workflows

* Update build.yml

* Update metadata for sonarcloud

* Update build.yml

* chore: Update SonarCloud configuration

* chore: Update SonarCloud configuration

* chore: Update SonarCloud configuration

* Add vector_search function for pipeline aggregation

* Added Vector search

* chore: Add error handling for no match found in face recognition

* Refactor face recognition code to use Facenet512 model for better accuracy

* chore: Add tests for recognizing faces with no match found

* feat: Add test for vector search functionality

…y23#44)

* Add pre-commit hooks and update requirements.txt

* Exclude testing directory from flake8 hook

* Fix formatting issues and update dependencies

* Add wily hook to pre-commit configuration

* fix(.pre-commit-config.yaml): Add commitizen hook to pre-commit config

* Updated Requirements

* Added input sanitation

* Converted logging.info() to logging.debug()

* Removed tensorflow-intel==2.15.0

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Co-authored-by: Devansh Shah <[email protected]>

* chore: Add Changelog CI workflow

* chore: Add Changelog CI workflow

* chore: Update Changelog CI workflow and dependencies

* chore: Update Changelog CI workflow and dependencies

* chore: Update Changelog CI workflow and dependencies

* chore: Update Changelog CI workflow and dependencies

* [Changelog CI] Add Changelog for Version v0.1.6

* chore: Update Changelog CI workflow and dependencies

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>, @devansh-shah-11

…e recognition (Devasy23#43)

* Add vector_search function for pipeline aggregation

* Added Vector Search

* chore: Add error handling for no match found in face recognition

* Refactor face recognition code to use the Facenet512 model for better accuracy

* Code added for recognize_face API

* temp commit to resolve merge

* Updated gitignore

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Co-authored-by: Devansh Shah <[email protected]>

…are them between original and fine-tuned models (Devasy23#49)

* feat: Add functionality to calculate intra-cluster distances and compare them between original and fine-tuned models

* Created using Colab

* Updated code to load finetuned model

* made fixing changes

* feat: Add functionality to calculate intra-cluster distances and compare them between original and fine-tuned models

* updated gitignore

* Updated code to load finetuned model

* Now everything works

* Created using Colab

* Kaggle Notebook | face rec_trail on indian faces | Version 2

* Added finetuned model

* Updated endpoints to calculate embeddings via finetuned model

* Added code to extract face, working Recognize_Face endpoint

* updated embedding function

* updated code to recalculate embeddings

* Updated vector search and recognize face endpoint

* removed "mtcnn" from detector backend to check embedding accuracy

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Co-authored-by: Devansh Shah <[email protected]>

* Restructured code

* chore: made important changes

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* chore: removed buggy unicode from precommit bot

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* chore: removed buggy unicode from precommit bot

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Co-authored-by: Devasy Patel <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* made important changes related to requirements.txt

* bumped version of matplotlib

* humped version of matplotlib

* added httpx to get some test back up passnig

* added sphinx to get read the docs passing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* added myst-parser to get read the docs passing

* Update requirements.txt

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

for more information, see https://pre-commit.ci