A bunch of mess

This commit is contained in:
2025-04-10 21:01:25 +02:00
parent 02979e2cee
commit 5de2df71a9
14 changed files with 261 additions and 6 deletions

View File

@@ -1,20 +1,42 @@
from flask import Flask, request, jsonify
import os
from flask_sqlalchemy import SQLAlchemy
from flask_migrate import Migrate
from datetime import datetime
from pyplatex import ANPR
import torch
from ultralytics.nn.tasks import DetectionModel
import os
import torch
import asyncio
torch.serialization.add_safe_globals({"DetectionModel": DetectionModel})
# Web Server
app = Flask(__name__)
app.config["SQLALCHEMY_DATABASE_URI"] = "sqlite:///data.sqlite"
app.config["SQLALCHEMY_TRACK_MODIFICATIONS"] = False
app.config["SECRET_KEY"] = "bvjchsygvduycgsyugc"
# ORM
db = SQLAlchemy()
db.init_app(app)
migrate = Migrate(app, db)
# Saving images locally
UPLOAD_FOLDER = "uploads"
os.makedirs(UPLOAD_FOLDER, exist_ok=True)
# db classes
class Plate(db.Model):
id = db.Column(db.Integer, primary_key=True)
plate = db.Column(db.String(40), nullable=False)
class LoggedItem(Plate):
dateLogged = db.Column(db.DateTime, default=datetime.now)
# Default app route
@app.route("/")
def home():
@@ -37,12 +59,13 @@ def data():
if file.filename.lower().endswith(".jpg"):
filepath = os.path.join(UPLOAD_FOLDER, file.filename)
file.save(filepath)
print(asyncio.run(process_image(filepath)))
plate = asyncio.run(process_image(filepath))
return jsonify(
{
"message": "File uploaded successfully",
"filename": file.filename,
"status": True,
"anpr": plate,
}
)
@@ -51,8 +74,13 @@ def data():
async def process_image(file: str):
anpr = ANPR()
plates = await anpr.detect(file)
return plates
anpr_info = await anpr.detect(file)
number_plate = anpr_info["plate_number"]
if number_plate:
db.session.add(LoggedItem(plate=number_plate))
db.session.commit()
return number_plate
return "ERROR"
if __name__ == "__main__":