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Add files via upload
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NikitaJaiswal77 authored Sep 1, 2023
1 parent 2a73539 commit 8372d69
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29 changes: 29 additions & 0 deletions new.py
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import cv2
import cvzone
cap = cv2.VideoCapture(0)
cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')
eye_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_eye_tree_eyeglasses.xml')
num=1
while True:
k=cv2.waitKey(100)
if k==ord('s'):
num=num+1
print(num)
if(num<=29):
overlay = cv2.imread(f'static/Glasses/glass3.png', cv2.IMREAD_UNCHANGED)
# overlay = cv2.imread('static/Glasses/glass6.png'.format(num), cv2.IMREAD_UNCHANGED)

_, frame = cap.read()
gray_scale = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
faces = cascade.detectMultiScale(gray_scale)
for (x, y, w, h) in faces:
#cv2.rectangle(frame,(x, y), (x+w, y+h), (0, 255, 0), 2)
overlay_resize = cv2.resize(overlay,(w,int(h*0.8)))
frame = cvzone.overlayPNG(frame, overlay_resize, [x, y])
cv2.imshow('SnapLens', frame)
if cv2.waitKey(10) == ord('q') or num>29:
break


cap.release()
cv2.destroyAllWindows()
64 changes: 64 additions & 0 deletions tryon.py
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from flask import Flask, render_template, request, redirect, url_for
import cv2
import os

app = Flask(__name__)
app.config['UPLOAD_FOLDER'] = 'static/uploads'

glasses_overlay = None

@app.route('/')
def upload():
return render_template("index.html")

@app.route('/success', methods=['POST'])
def success():
global glasses_overlay

if request.method == 'POST':
f = request.files['file']
uploaded_path = os.path.join(app.config['UPLOAD_FOLDER'], f.filename)
f.save(uploaded_path)

# Load the uploaded image using OpenCV
glasses_overlay = cv2.imread(uploaded_path, cv2.IMREAD_UNCHANGED)

return redirect(url_for('tryon'))

@app.route('/tryon', methods=['GET'])
def tryon():
if glasses_overlay is None:
return "Please upload an image first."

cap = cv2.VideoCapture(0) # Open webcam
face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_alt2.xml')

while True:
ret, frame = cap.read()
if not ret:
break

gray_scale = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray_scale, scaleFactor=1.1, minNeighbors=5)

for (x, y, w, h) in faces:
overlay_resize = cv2.resize(glasses_overlay, (w, int(h * 0.8)))

for i in range(overlay_resize.shape[0]):
for j in range(overlay_resize.shape[1]):
if overlay_resize[i, j, 3] != 0: # Check the alpha channel
frame[y + i, x + j, :3] = overlay_resize[i, j, :3] # Overlay glasses image

cv2.imshow('Virtual Try-On', frame)

if cv2.waitKey(10) == ord('e'):
break

cap.release()
cv2.destroyAllWindows()

return "Virtual try-on completed."


if __name__ == '__main__':
app.run(debug=True)

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