108 lines
4.6 KiB
Python
108 lines
4.6 KiB
Python
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from flask import Flask, render_template, request, session, redirect, url_for, flash, jsonify
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from flask_login import current_user
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from flask_app.decorators import permission_required
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from flask_app.models import Permission
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from .predict_xray import detectxray
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from .predict_ct import detectct
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from .predict_sevxray import detectsev_xray
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import os
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from . import detect
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@detect.route('/upload.html')
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@permission_required(Permission.COMMENT)
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def upload():
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session['next'] = request.url # 将当前URL保存到session中
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active_page = "index"
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return render_template('detect/upload.html',active_page=active_page)
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@detect.route('/upload_chest.html')
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@permission_required(Permission.COMMENT)
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def upload_chest():
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session['next'] = request.url # 将当前URL保存到session中
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return render_template('detect/upload_chest.html')
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@detect.route('/upload_ct.html')
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@permission_required(Permission.COMMENT)
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def upload_ct():
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session['next'] = request.url # 将当前URL保存到session中
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return render_template('detect/upload_ct.html')
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@detect.route('/uploaded_chest/<uid>', methods = ['POST', 'GET'])
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def uploaded_chest(uid):
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approot=detect.root_path
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dir_path = os.path.dirname(approot) #flask_app
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if request.method == 'POST':
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# check if the post request has the file part
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if 'file' not in request.files:
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flash('No file part')
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return redirect(request.url)
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file = request.files['file']
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if file.filename == '':
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flash('No selected file')
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return redirect(request.url)
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if file:
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temp_dir = os.path.join(dir_path, 'static/images/upload_img', str(uid))
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if(not os.path.exists(temp_dir)):
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os.makedirs(temp_dir)
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file.save(os.path.join(temp_dir,'upload_chest.jpg')) #选择的图片保存到指定文件夹
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return render_template('detect/predicting.html',
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redirect_url=url_for('detect.result_chest'))
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@detect.route('/result_chest')
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@permission_required(Permission.COMMENT)
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def result_chest():
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session['next'] = request.url # 将当前URL保存到session中
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approot = detect.root_path
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dir_path = os.path.dirname(approot)
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imagepath = os.path.join(dir_path, 'static/images/upload_img',str(current_user.id),'upload_chest.jpg')
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pred_type, pred_normal, pred_pneu, pred_covid = detectxray(imagepath)
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return render_template('detect/results_chest.html', pred_type=pred_type, pred_covid=pred_covid, pred_pneu=pred_pneu,
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pred_normal=pred_normal)
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@detect.route('/uploaded_ct/<uid>', methods = ['POST', 'GET'])
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def uploaded_ct(uid):
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approot=detect.root_path
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dir_path = os.path.dirname(approot)
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if request.method == 'POST':
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# check if the post request has the file part
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if 'file' not in request.files:
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flash('No file part')
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return redirect(request.url)
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file = request.files['file']
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if file.filename == '':
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flash('No selected file')
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return redirect(request.url)
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if file:
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temp_dir = os.path.join(dir_path, 'static/images/upload_img', str(uid))
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if (not os.path.exists(temp_dir)):
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os.makedirs(temp_dir)
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file.save(os.path.join(temp_dir, 'upload_ct.jpg')) # 选择的图片保存到指定文件夹
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return render_template('detect/predicting.html',
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redirect_url=url_for('detect.result_ct'))
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@detect.route('/result_ct')
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@permission_required(Permission.COMMENT)
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def result_ct():
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session['next'] = request.url # 将当前URL保存到session中
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approot = detect.root_path
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dir_path = os.path.dirname(approot)
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imagepath = os.path.join(dir_path, 'static/images/upload_img',str(current_user.id),'upload_ct.jpg')
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pred_type,pred_normal,pred_pneu,pred_covid=detectct(imagepath)
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return render_template('detect/results_ct.html',pred_type=pred_type,pred_covid=pred_covid,pred_pneu=pred_pneu,pred_normal=pred_normal)
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@detect.route('/sev_xray')
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def sev_xray():
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return render_template('detect/predicting.html',
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redirect_url=url_for('detect.result_sevxray'))
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@detect.route('/result_sevxray')
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@permission_required(Permission.COMMENT)
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def result_sevxray():
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session['next'] = request.url # 将当前URL保存到session中
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approot = detect.root_path
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dir_path = os.path.dirname(approot)
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imagepath = os.path.join(dir_path, 'static/images/upload_img',str(current_user.id),'upload_chest.jpg')
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pred_type,pred_mild,pred_sev=detectsev_xray(imagepath)
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return render_template('detect/results_sevxray.html',pred_type=pred_type,pred_mild=pred_mild,pred_sev=pred_sev)
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