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Please help me to fix this problem about my code. The problem is the counting object, thats the part of the problem please help me
Please help me to fix this problem about my code. The problem is the counting object, thats the part of the problem please help me out. Thank you
heres the code:
from flask import Flask, rendertemplate, request, urlfor
from werkzeug.utils import securefilename
import os
from ultralytics import YOLO
import cv
import uuid
app Flaskname
app.configUPLOADFOLDER' 'staticuploads
@app.route
def index:
return rendertemplateuploadindexhtml
@app.route methodsPOST
def uploadfile:
if 'file' not in request.files:
return No file part'
file request.filesfile
if file.filename :
return No selected file'
if file:
filename securefilenamefilefilename
file.saveospath.joinappconfigUPLOADFOLDER' filename
uniqueoutputfilename 'uploads struuiduuidprocessed.mp
classcounts processvideoospath.joinappconfigUPLOADFOLDER' filename uniqueoutputfilename # Capture the class counts
return rendertemplatevideohtml filenameuniqueoutputfilename, classcountsclasscounts
def processvideovideopath, outputpath:
model YOLOtestpt
cap cvVideoCapturevideopath
fps cap.getcvCAPPROPFPS
fourcc cvVideoWriterfourccavc # use 'XVID' codec
out cvVideoWriterstatic outputpath, fourcc, fps
ret True
classcount # Initialize class count
classcount # Initialize class count
while ret:
ret, frame cap.read
if ret:
frame cvresizeframe # resize the frame
results model.trackframe persistTrue, tracker"bytetrack.yaml"
# Count objects for each class
for result in results.boxes.data:
classid intresult # Assuming the class ID is at index
if classid : # Replace with the class ID for class
classcount
elif classid : # Replace with the class ID for class
classcount
frame results.plot
out.writeframe
cap.release
out.release
cvdestroyAllWindows
return class: classcount, 'class: classcount # Return the counts of each class
if namemain:
app.rundebugTrue
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