commit 590dd829d43199b7672907521389e8368e1b46c0 Author: aninisnaini Date: Wed Jun 5 14:13:16 2024 +0700 first commit diff --git a/main.py b/main.py new file mode 100644 index 0000000..bacd5cb --- /dev/null +++ b/main.py @@ -0,0 +1,192 @@ +from flask import Flask, render_template, request, redirect, url_for, session, flash +from flask import Flask, render_template, request, session, jsonify +from flask_mysqldb import MySQL +from keras.preprocessing import image as keras_image +from tensorflow.keras.applications.efficientnet import preprocess_input as efficientnet_preprocess_input +import tensorflow as tf +import bcrypt +import io +import os +import base64 +import cv2 +from flask import jsonify +from keras.models import load_model +from keras.preprocessing import image +import numpy as np +from PIL import Image +from werkzeug.utils import secure_filename + +app = Flask(__name__) +app.secret_key = "webarab" + +mysql = MySQL(app) + +# load +model = load_model('model70epoch2.h5') + +# memeriksa ekstensi file +def allowed_file(filename): + return '.' in filename and filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS + +UPLOAD_FOLDER = 'static/upload/' +app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER +ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg', 'gif', 'tiff', 'webp', 'jfif'} + +@app.route('/') +def index(): + return redirect(url_for('start')) + +@app.route('/start') +def start(): + return render_template('start.html') + +@app.route('/dashboard') +def dashboard(): + return render_template('dashboard.html') + +@app.route('/materi') +def materi(): + return render_template('materi.html') + +@app.route('/pilihmateri') +def pilihmateri(): + return render_template('pilihmateri.html') + +@app.route('/materi1') +def materi1(): + return render_template('materi1.html') + +@app.route('/materi2') +def materi2(): + return render_template('materi2.html') + +@app.route('/materi3') +def materi3(): + return render_template('materi3.html') + +@app.route('/nextpage1') +def nextpage1(): + return render_template('nextpage1.html') + +@app.route('/nextpage2') +def nextpage2(): + return render_template('nextpage2.html') + +@app.route('/nextpage3') +def nextpage3(): + return render_template('nextpage3.html') + +@app.route('/nextpagee1') +def nextpagee1(): + return render_template('nextpagee1.html') + +@app.route('/nextpagee2') +def nextpagee2(): + return render_template('nextpagee2.html') + +@app.route('/nextpagee3') +def nextpagee3(): + return render_template('nextpagee3.html') + +@app.route('/nextpageee3') +def nextpageee3(): + return render_template('nextpageee3.html') + +@app.route('/quizz') +def quizz(): + return render_template('quizz.html') + +@app.route('/quizz2') +def quizz2(): + return render_template('quizz2.html') + +@app.route('/quizz3') +def quizz3(): + return render_template('quizz3.html') + +@app.route('/quizz4') +def quizz4(): + return render_template('quizz4.html') + +@app.route('/menupindai') +def menupindai(): + return render_template('menupindai.html') + +@app.route('/materipindai') +def materipindai(): + return render_template('materipindai.html') + +@app.route('/materipindai2') +def materipindai2(): + return render_template('materipindai2.html') + +@app.route('/materipindai3') +def materipindai3(): + return render_template('materipindai3.html') + +@app.route('/pindai', methods=['GET', 'POST']) +def pindai(): + return render_template('pindai.html', judul='Pindai') + +#untuk mengirimkan dan memproses gambar +@app.route('/submit', methods=['POST', 'GET']) +def predict(): + if request.method == 'GET': + return redirect(url_for('pindai')) + + if 'file' not in request.files: + flash('Tidak ada gambar dalam permintaan', 'error') + return redirect(request.url) + + file = request.files['file'] + if file.filename == '': + flash('Tidak ada file yang dipilih', 'error') + return redirect(request.url) + + if file and allowed_file(file.filename): + filename = secure_filename(file.filename) + file_path = os.path.join(app.config['UPLOAD_FOLDER'], filename) + file.save(file_path) + + img = Image.open(file_path).convert('RGB') + + #preprocessing + img = keras_image.load_img(file_path, target_size=(224, 224)) + x = keras_image.img_to_array(img) #mengubah ke array + x = np.expand_dims(x, axis=0) #dimensi tambahan di sumbu pertama untuk mempersiapkan gambar sebagai input batch untuk model + x = efficientnet_preprocess_input(x) #khusus efficient + + # menyimpan gambar + processed_image_path = os.path.join(app.config['UPLOAD_FOLDER'], 'processed_image.png') + img.save(processed_image_path) + + # mempersiapkan gambar ini untuk penggunaan dalam prediksi model + img = keras_image.load_img(processed_image_path, target_size=(224, 224)) + x = keras_image.img_to_array(img) + x = np.expand_dims(x, axis=0) + images = np.vstack([x]) + + # prediksi kelas yang telah diproses + prediction_arab = model.predict(images) + + # mapping class + class_names = ['الساعة', 'السباحة', 'حديقة', 'حذاء', 'سور', 'قلم', + 'قَاعَة', 'كرة سلة', 'مصنع', 'ملابس', 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+
+
+ + diff --git a/templates/nextpage2.html b/templates/nextpage2.html new file mode 100644 index 0000000..21e01af --- /dev/null +++ b/templates/nextpage2.html @@ -0,0 +1,172 @@ + + + + + +Materi 2 + + + + +
+
+ + Previous Icon + +

MATERI BAB 2

+
+ +
+ Arabic Image +
حَدِيْقَة
+

Seminggu

+
+ +
+ Arabic Image +
مَلْعَب
+

Luas

+
+ +
+ Arabic Image +
مِرْحَاض
+

Rapi

+
+ +
+ Arabic Image +
مِرْحَاض
+

Indah / Cantik

+
+ +
+ Arabic Image +
مِرْحَاض
+

Pagar

+
+ +
+ Arabic Image +
مِرْحَاض
+

Perpustakaan

+
+ +
+ Arabic Image +
مِرْحَاض
+

Ruang

+
+ +
+ Arabic Image +
مِرْحَاض
+

Buku

+
+ +
+ + diff --git a/templates/nextpage3.html b/templates/nextpage3.html new file mode 100644 index 0000000..f9f35fb --- /dev/null +++ b/templates/nextpage3.html @@ -0,0 +1,156 @@ + + + + + +Materi 3 + + + + +
+
+ + Previous Icon + +

MATERI BAB 3

+ + Next Icon + +
+ +
+ Arabic Image +
جَزْمَة
+

Rautan

+
+ +
+ Arabic Image +
حَدِيْقَة
+

Jangka

+
+ +
+ Arabic Image +
مَلْعَب
+

Tinta

+
+ +
+ Arabic Image +
مِرْحَاض
+

Tas

+
+ +
+ Arabic Image +
مِرْحَاض
+

Gunting

+
+ +
+ Arabic Image +
مِرْحَاض
+

Kotak Pensil

+
+ +
+ + diff --git a/templates/nextpagee1.html b/templates/nextpagee1.html new file mode 100644 index 0000000..b129528 --- /dev/null +++ b/templates/nextpagee1.html @@ -0,0 +1,156 @@ + + + + + +Materi 1 + + + + +
+
+ + Previous Icon + +

MATERI BAB 1

+ + Next Icon + +
+ +
+ Arabic Image +
مصلى
+

Penjual

+
+ +
+ Arabic Image +
مَصْنَع
+

Menyaksikan

+
+ +
+ Arabic Image +
بَوَّابٌ
+

Film

+
+ +
+ Arabic Image +
مَلْبَس
+

Memasak

+
+ +
+ Arabic Image +
قَلَم رَصَاص
+

Perkenalan

+
+ +
+ Arabic Image +
جَزْمَة
+

Alamat

+
+ +
+ + diff --git a/templates/nextpagee2.html b/templates/nextpagee2.html new file mode 100644 index 0000000..815df5d --- /dev/null +++ b/templates/nextpagee2.html @@ -0,0 +1,156 @@ + + + + + +Materi 2 + + + + +
+
+ + Previous Icon + +

MATERI BAB 2

+ + Next Icon + +
+ +
+ Arabic Image +
مصلى
+

Terbuka

+
+ +
+ Arabic Image +
مَصْنَع
+

Tertutup

+
+ +
+ Arabic Image +
بَوَّابٌ
+

Waktu Istirahat

+
+ +
+ Arabic Image +
مَلْبَس
+

Kantor Guru

+
+ +
+ Arabic Image +
قَلَم رَصَاص
+

Fasilitas

+
+ +
+ Arabic Image +
جَزْمَة
+

Beberapa

+
+ +
+ + diff --git a/templates/nextpagee3.html b/templates/nextpagee3.html new file mode 100644 index 0000000..3949ce2 --- /dev/null +++ b/templates/nextpagee3.html @@ -0,0 +1,156 @@ + + + + + +Materi 3 + + + + +
+
+ + Previous Icon + +

MATERI BAB 3

+ + Next Icon + +
+ +
+ Arabic Image +
مصلى
+

Rak Buku

+
+ +
+ Arabic Image +
مَصْنَع
+

Rak Baju

+
+ +
+ Arabic Image +
بَوَّابٌ
+

Buku

+
+ +
+ Arabic Image +
مَلْبَس
+

Penghapus Pensil

+
+ +
+ Arabic Image +
قَلَم رَصَاص
+

Pensil

+
+ +
+ Arabic Image +
قَلَمٌ
+

Bulpoin

+
+ +
+ + diff --git a/templates/nextpageee3.html b/templates/nextpageee3.html new file mode 100644 index 0000000..8099c8f --- /dev/null +++ b/templates/nextpageee3.html @@ -0,0 +1,135 @@ + + + + + +Materi 3 + + + + +
+
+ + Previous Icon + +

MATERI BAB 3

+
+ +
+ Arabic Image +
مِرْحَاض
+

Jam

+
+ +
+ Arabic Image +
مِرْحَاض
+

Lampu

+
+ +
+ Arabic Image +
مِرْحَاض
+

Peta

+
+ +
+ + diff --git a/templates/pindai.html b/templates/pindai.html new file mode 100644 index 0000000..25303f3 --- /dev/null +++ b/templates/pindai.html @@ -0,0 +1,239 @@ + + + + + +Pindai + + + + +
+ + Previous Icon + +

CARI TAHU BAHASA ARABNYA DIBAWAH SINI

+
+
Unggah Gambar
+
+
+ +
+
+ + Refresh +
+
+ + + + + +
+
+
Hasil Upload
+
Kelas Prediksi
+
+
+
+ Processed Image +
+
+
+ + + + + +
Bahasa Arab: {{ predictionarab }}
+
+
+
+
+
+
+ + + + + + diff --git a/templates/quizz.html b/templates/quizz.html new file mode 100644 index 0000000..2816994 --- /dev/null +++ b/templates/quizz.html @@ -0,0 +1,276 @@ + + + + + +KUIS + + + + +
+
+ + Previous Icon + +

JAWAB PERTANYAAN DIBAWAH INI DENGAN BENAR!

+
+
+
+
+
+ +
+ + + + + diff --git a/templates/start.html b/templates/start.html new file mode 100644 index 0000000..5e71968 --- /dev/null +++ b/templates/start.html @@ -0,0 +1,116 @@ + + + + + +Start + + + + +
+
+
+

Pengenalan Kosakata

+

Bahasa Arab

+

Mts Darun - Najah

+
+ Login Image +
+
+ +
+
+ + + +