我正在使用labelImg来为训练图片创建.xml文件。在训练照片时，我遇到了一张包含同一张照片中多个相同对象的照片。
例如，下面的照片包含同一个照片中的数十个游泳者。现在，当我为对象识别任务训练自定义对象时，我会为对应的.jpg文件创建一个.xml文件。但在这里，我将从同一张照片中得到许多.xml文件。所以，我不知道在这里该怎么办。
请帮助我。
回答：
labelIMG允许您创建包含多个相同类别的框的xml文件，只需将其保存为PascalVOC格式即可：
结果：
<annotation> <folder>img</folder> <filename>Pcf5D.png</filename> <path>/home/Desktop/img/Pcf5D.png</path> <source> <database>Unknown</database> </source> <size> <width>527</width> <height>393</height> <depth>3</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>64</xmin> <ymin>270</ymin> <xmax>105</xmax> <ymax>310</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>87</xmin> <ymin>123</ymin> <xmax>114</xmax> <ymax>145</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>90</xmin> <ymin>144</ymin> <xmax>116</xmax> <ymax>168</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>127</xmin> <ymin>119</ymin> <xmax>146</xmax> <ymax>162</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>166</xmin> <ymin>164</ymin> <xmax>183</xmax> <ymax>202</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>119</xmin> <ymin>201</ymin> <xmax>138</xmax> <ymax>238</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>146</xmin> <ymin>225</ymin> <xmax>156</xmax> <ymax>259</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>180</xmin> <ymin>246</ymin> <xmax>197</xmax> <ymax>286</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>18</xmin> <ymin>364</ymin> <xmax>43</xmax> <ymax>391</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>164</xmin> <ymin>353</ymin> <xmax>181</xmax> <ymax>392</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>184</xmin> <ymin>353</ymin> <xmax>199</xmax> <ymax>389</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>216</xmin> <ymin>276</ymin> <xmax>242</xmax> <ymax>300</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>235</xmin> <ymin>301</ymin> <xmax>251</xmax> <ymax>331</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>250</xmin> <ymin>261</ymin> <xmax>270</xmax> <ymax>301</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>270</xmin> <ymin>261</ymin> <xmax>288</xmax> <ymax>300</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>292</xmin> <ymin>259</ymin> <xmax>307</xmax> <ymax>302</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>266</xmin> <ymin>211</ymin> <xmax>287</xmax> <ymax>252</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>273</xmin> <ymin>133</ymin> <xmax>293</xmax> <ymax>163</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>149</xmin> <ymin>150</ymin> <xmax>160</xmax> <ymax>184</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>129</xmin> <ymin>83</ymin> <xmax>142</xmax> <ymax>119</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>101</xmin> <ymin>51</ymin> <xmax>123</xmax> <ymax>91</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>116</xmin> <ymin>17</ymin> <xmax>132</xmax> <ymax>53</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>134</xmin> <ymin>8</ymin> <xmax>151</xmax> <ymax>56</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>151</xmin> <ymin>9</ymin> <xmax>172</xmax> <ymax>56</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>155</xmin> <ymin>56</ymin> <xmax>175</xmax> <ymax>93</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>142</xmin> <ymin>81</ymin> <xmax>158</xmax> <ymax>114</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>185</xmin> <ymin>45</ymin> <xmax>198</xmax> <ymax>90</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>216</xmin> <ymin>37</ymin> <xmax>239</xmax> <ymax>72</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>154</xmin> <ymin>243</ymin> <xmax>168</xmax> <ymax>273</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>166</xmin> <ymin>261</ymin> <xmax>180</xmax> <ymax>275</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>298</xmin> <ymin>223</ymin> <xmax>316</xmax> <ymax>259</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>311</xmin> <ymin>189</ymin> <xmax>328</xmax> <ymax>219</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>306</xmin> <ymin>148</ymin> <xmax>323</xmax> <ymax>183</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>317</xmin> <ymin>115</ymin> <xmax>336</xmax> <ymax>150</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>354</xmin> <ymin>107</ymin> <xmax>368</xmax> <ymax>148</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>340</xmin> <ymin>12</ymin> <xmax>354</xmax> <ymax>28</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>390</xmin> <ymin>45</ymin> <xmax>412</xmax> <ymax>83</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>411</xmin> <ymin>89</ymin> <xmax>430</xmax> <ymax>125</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>432</xmin> <ymin>94</ymin> <xmax>454</xmax> <ymax>143</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>453</xmin> <ymin>21</ymin> <xmax>478</xmax> <ymax>63</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>405</xmin> <ymin>1</ymin> <xmax>435</xmax> <ymax>30</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>364</xmin> <ymin>1</ymin> <xmax>384</xmax> <ymax>15</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>354</xmin> <ymin>19</ymin> <xmax>370</xmax> <ymax>48</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>342</xmin> <ymin>16</ymin> <xmax>352</xmax> <ymax>48</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>466</xmin> <ymin>69</ymin> <xmax>491</xmax> <ymax>104</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>488</xmin> <ymin>27</ymin> <xmax>505</xmax> <ymax>67</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>513</xmin> <ymin>41</ymin> <xmax>527</xmax> <ymax>93</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>491</xmin> <ymin>105</ymin> <xmax>507</xmax> <ymax>150</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>514</xmin> <ymin>115</ymin> <xmax>527</xmax> <ymax>154</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>409</xmin> <ymin>134</ymin> <xmax>431</xmax> <ymax>175</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>380</xmin> <ymin>153</ymin> <xmax>391</xmax> <ymax>187</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>344</xmin> <ymin>157</ymin> <xmax>367</xmax> <ymax>203</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>347</xmin> <ymin>207</ymin> <xmax>365</xmax> <ymax>246</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>316</xmin> <ymin>244</ymin> <xmax>335</xmax> <ymax>274</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>325</xmin> <ymin>210</ymin> <xmax>344</xmax> <ymax>239</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>353</xmin> <ymin>269</ymin> <xmax>373</xmax> <ymax>302</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>339</xmin> <ymin>259</ymin> <xmax>356</xmax> <ymax>296</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>315</xmin> <ymin>293</ymin> <xmax>337</xmax> <ymax>337</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>299</xmin> <ymin>340</ymin> <xmax>314</xmax> <ymax>378</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>317</xmin> <ymin>339</ymin> <xmax>340</xmax> <ymax>383</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>486</xmin> <ymin>344</ymin> <xmax>517</xmax> <ymax>381</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>447</xmin> <ymin>301</ymin> <xmax>466</xmax> <ymax>347</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>396</xmin> <ymin>271</ymin> <xmax>414</xmax> <ymax>311</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>364</xmin> <ymin>224</ymin> <xmax>387</xmax> <ymax>262</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>442</xmin> <ymin>231</ymin> <xmax>462</xmax> <ymax>274</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>406</xmin> <ymin>241</ymin> <xmax>429</xmax> <ymax>279</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>392</xmin> <ymin>157</ymin> <xmax>412</xmax> <ymax>198</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>458</xmin> <ymin>188</ymin> <xmax>478</xmax> <ymax>227</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>429</xmin> <ymin>181</ymin> <xmax>450</xmax> <ymax>226</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>413</xmin> <ymin>179</ymin> <xmax>431</xmax> <ymax>219</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>500</xmin> <ymin>250</ymin> <xmax>513</xmax> <ymax>284</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>496</xmin> <ymin>173</ymin> <xmax>513</xmax> <ymax>209</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>506</xmin> <ymin>201</ymin> <xmax>526</xmax> <ymax>242</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>37</xmin> <ymin>323</ymin> <xmax>65</xmax> <ymax>354</ymax> </bndbox> </object></annotation>