import os
import cv2
import shutil
from tqdm import tqdm
anno_pathRoot = "/data/DataManagement/Project/CAS_ProjectBird/CDB_ProjectBird/Annotations_Original/"
image_pathRoot = anno_pathRoot.replace("/Annotations_Original/","/JPEGImages_Original/")
w = 1024
h = 768

def DetResizeForTrain(anno_pathRoot,image_pathRoot,w,h):
    annoResultPath = anno_pathRoot.replace("/Annotations_Original/","/Annotations/")
    annoJPEGPath = anno_pathRoot.replace("/JPEGImages_Original/", "/JPEGImages/")
    for anno in tqdm(os.listdir(anno_pathRoot)):
        anno = GEN_Annotations(anno.replace(".xml", ".jpg"))
        dom = xml.dom.minidom.parse(os.path.join(anno_pathRoot, xmls))
        size = dom.getElementsByTagName("size")
        # print(size[0].getElementsByTagName('width')[0].childNodes[0].data)
        width = size[0].getElementsByTagName('width')[0].childNodes[0].data
        height = size[0].getElementsByTagName('height')[0].childNodes[0].data
        depth = size[0].getElementsByTagName('depth')[0].childNodes[0].data
        anno.set_size(int(w), int(h), int(depth))
        objects = dom.getElementsByTagName("object")
        for object in objects:
            bndbox = object.getElementsByTagName('bndbox')[0]
            xmin = bndbox.getElementsByTagName('xmin')[0]
            ymin = bndbox.getElementsByTagName('ymin')[0]
            xmax = bndbox.getElementsByTagName('xmax')[0]
            ymax = bndbox.getElementsByTagName('ymax')[0]

            xmin_data = int(xmin.childNodes[0].data)*(w/width)
            ymin_data = int(ymin.childNodes[0].data)*(h/height)
            xmax_data = int(xmax.childNodes[0].data)*(w/width)
            ymax_data = int(ymax.childNodes[0].data)*(h/height)
            label_name = object.getElementsByTagName('name')[0].childNodes[0].data
            anno.add_pic_attr(label=label_name, xmin=xmin_data, xmax=xmax_data, ymin=ymin_data, ymax=ymax_data)
        anno.savefile(os.path.join(annoResultPath, xmls))
        image = cv2.imread