README.md

fuck i need money so bad i need to publish this messed up paper tas need pa ma-bookbind kasi requirements potek nayan i hate college so much im dedicating this project sa lahat ng mga nasa kolehiyo pa kasi grabe dinanas ko >_<

if you enjoyed the time you wasted then it's not a waste of time <3
donate kayo if you find this repo helpful minimum lang sweldo ko sa trabaho :3
halos lahat ng python script ay AI generated ni OpenAI at Claude, kaya kung may tanong kayo, wag sakin, tanong nyo sa kanila XD

AMA Facial Recognition: Digital Records-logs Management System

A Thesis Presented to the Faculty of AMA Computer College Lucena Campus, Lucena City
In Partial Fulfilment of the Requirements for the Degree Bachelor of Science in Computer Science

John Emmanuel S. Marco
John Kennedy H. Peña

Copyright 2024, The Karakters Kompany

lisensya? anong pinagsasasabi mo? ofc meron. need mo hunter license OwO

para saan to?

para mas mapadali mag monitor ng mga tao sa paligid kasi may trust issues si eman (spy ng china)

mga use case:

• pwedeng gawing biometrics at cctv surveillance
• nakakatamad magsulat sa logbook, merong pa bang contact-tracing?
• para mawalan ng trabaho si manong guard >:)

pano to gamitin?

madali lang to guys need mo lang neto:

• computer na may internet connection (preferably windows pero pwede rin linux or apple)
• python na hindi kalumaan (need mo rin vs code para mas maganda mag edit)
• camera (mas malinaw mas maganda)

kung ready na lahat, sundan mo to:

1. install all reqiured libraries: requirements.txt or pwede rin mano-mano good luck (hint: pip install)
2. download mo lahat ng mga script: download as zip
3. enroll mo mukha mo: set-up mo si server (server_capture.py) then picture picture (mp_client.py)
4. train mo si AI: extract mo lahat ng mga mukha (readdb.py) then train (mp_train.py)
5. finally try mo na sya congrats: (mp_deploy.py)

recipe

• imgbeddings vector embeddings tokenizer for images to assign names for each faces, powered by openai's clip model (credit goes to this video)
• mediapipe 3D face detection by google (credit goes to eman)
• opencv-contrib-python cameras, yeah just for the cameras
• pyqt5 gui nothing too fancy
• numpy numbers and array things
• pillow imahe by magnus haven
• flask, requests server/client network stuff

format ng mga files at structure ng source code

• /*.py lahat ng logic nandito
• /requirements.txt lahat ng required python libraries nandito
• /json/*.json mga data ng mga mukha + other information na nakalap ni server
• /received_images/{name}/*.png or *.jpg lahat ng mga mukha na ni train ni AI
• /face_embeddings.json AI weight pagkatapos i-train
• /face_detection_logs.csv dito nagtatala ng date and time at camera forda person
• /LICENSE DO WHAT THE FUCK YOU WANT TO PUBLIC LICENSE
• /README.md itong binabasa mo

hindi rito kasama node.js server at client code, gamitin nyo nalang server_capture.py at mp_client.py :) pero kung need nyo to, chat nyo nalang si eman O_o