增加了单帧入侵判断及yoloV10
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@ -6,57 +6,11 @@ Created on Wed Dec 18 11:49:01 2024
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"""
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import os
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import pickle
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import copy
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import numpy as np
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from pathlib import Path
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import matplotlib.pyplot as plt
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from scipy.spatial.distance import cdist
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from utils.event import ShoppingEvent
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def init_eventDict(sourcePath, eventDataPath, stype="data"):
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'''stype: str,
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'source': 由 videos 或 images 生成的 pickle 文件
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'data': 从 data 文件中读取的现场运行数据
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"realtime": 全实时数据,从 data 文件中读取的现场运行数据
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sourcePath:事件文件夹,事件类型包含2种:
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(1) pipeline生成的 pickle 文件
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(2) 直接采集的事件文件夹
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'''
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k, errEvents = 0, []
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for evtname in os.listdir(sourcePath):
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bname, ext = os.path.splitext(evtname)
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source_path = os.path.join(sourcePath, evtname)
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if stype=="source" and ext not in ['.pkl', '.pickle']: continue
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if stype=="data" and os.path.isfile(source_path): continue
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if stype=="realtime" and os.path.isfile(source_path): continue
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evt = bname.split('_')
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condt = len(evt)>=2 and evt[-1].isdigit() and len(evt[-1])>=10
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if not condt: continue
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pickpath = os.path.join(eventDataPath, f"{bname}.pickle")
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if os.path.isfile(pickpath): continue
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# event = ShoppingEvent(source_path, stype)
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try:
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event = ShoppingEvent(source_path, stype)
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with open(pickpath, 'wb') as f:
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pickle.dump(event, f)
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print(evtname)
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except Exception as e:
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errEvents.append(source_path)
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print(f"Error: {evtname}, {e}")
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# k += 1
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# if k==1:
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# break
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errfile = Path(eventDataPath).parent / 'error_events.txt'
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with open(str(errfile), 'a', encoding='utf-8') as f:
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for line in errEvents:
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f.write(line + '\n')
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from utils.tools import init_eventDict
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def read_eventdict(eventDataPath):
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evtDict = {}
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