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@@ -1,6 +1,5 @@
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# Plotting utils
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# !usr/bin/env python
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# -*- coding:utf-8 _*-
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import glob
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import math
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import os
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@@ -16,12 +15,13 @@ import pandas as pd
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import seaborn as sns
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import torch
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import yaml
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from common import global_para as gp
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from PIL import Image, ImageDraw, ImageFont
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from scipy.signal import butter, filtfilt
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from Y5.utils.general import xywh2xyxy, xyxy2xywh
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from Y5.utils.metrics import fitness
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from cv2AddChineseText import cv2AddChineseText
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# Settings
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matplotlib.rc('font', **{'size': 11})
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matplotlib.use('Agg') # for writing to files only
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@@ -55,7 +55,7 @@ def butter_lowpass_filtfilt(data, cutoff=1500, fs=50000, order=5):
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return filtfilt(b, a, data) # forward-backward filter
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def plot_one_box(x, img, color=None, label=None, line_thickness=3):
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def plot_one_box1(x, img, color=None, label=None, line_thickness=3):
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# Plots one bounding box on image img
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tl = line_thickness or round(0.002 * (img.shape[0] + img.shape[1]) / 2) + 1 # line/font thickness
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color = color or [random.randint(0, 255) for _ in range(3)]
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@@ -67,8 +67,31 @@ def plot_one_box(x, img, color=None, label=None, line_thickness=3):
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c2 = c1[0] + t_size[0], c1[1] - t_size[1] - 3
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cv2.rectangle(img, c1, c2, color, -1, cv2.LINE_AA) # filled
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cv2.putText(img, label, (c1[0], c1[1] - 2), 0, tl / 3, [225, 255, 255], thickness=tf, lineType=cv2.LINE_AA)
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def plot_one_box(x, draw, height,width,color=None, label=None, Index = None, line_thickness=3):
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# Plots one bounding box on image img
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tl = line_thickness or round(0.002 * (height + width) / 2) + 1 # line/font thickness
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color = color or tuple(random.randint(0, 255) for _ in range(3))
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c1, c2 = (int(x[0]), int(x[1])), (int(x[2]), int(x[3]))
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#ÏÔʾindex
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# draw.text((c1[0]-20, c1[1]), str(Index), (0, 0, 255),font=fontStyle)
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draw.rectangle((c1, c2), fill=None, outline=color, width=tl)
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if label:
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tf = max(tl - 1, 1) # font thickness
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t_size = cv2.getTextSize(label, fontFace=cv2.FONT_HERSHEY_COMPLEX, fontScale=gp.fontScale , thickness=tl)[0]
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print(label,t_size[0],t_size[1])
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c1 = c1[0],c1[1]-t_size[1]
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c2 = c1[0] + t_size[0], c1[1]+t_size[1]
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draw.rectangle((c1, c2), fill=color, outline=color, width=tl)
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#cv2.rectangle(img, c1, c2, color, -1, cv2.LINE_AA) # filled
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#cv2.putText(img, label, (c1[0], c1[1] - 2), 0, tl / 3, [225, 255, 255], thickness=tf, lineType=cv2.LINE_AA)
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#if not label == None:
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draw = cv2AddChineseText(draw, label,(c1[0], c1[1]), textColor = (225, 255, 255), textSize=tf*17)
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#img = cv2AddChineseText(img, "ÊýÁ¿: {}".format(str("011")), (2000,100), textColor=(0, 255, 0), textSize=80)
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return draw
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def plot_one_box_PIL(box, img, color=None, label=None, line_thickness=None):
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img = Image.fromarray(img)
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draw = ImageDraw.Draw(img)
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