Datasets:
PV_Multi_Defect-corrected: 1044 images / 3403 boxes / 5 classes. Removed 61 byte-identical duplicates and 3 orphan/empty files, kept the near-duplicate cluster on one side of a seeded 70/15/15 stratified split, cleaned VOC metadata (personal hard-coded path + bogus folder), added YOLO TXT + classes.txt + data.yaml + CSVs
4d5eac6 Download Annotations/img10230.xml from KeenForgeAI/PV_Multi_Defect-corrected: direct link, hf CLI and curl.
- Browser
- Download file 5.56 kB
-
https://huggingface.co/datasets/KeenForgeAI/PV_Multi_Defect-corrected/resolve/main/Annotations/img10230.xml
- Command line
-
hf download hf://datasets/KeenForgeAI/PV_Multi_Defect-corrected/Annotations/img10230.xml
-
curl -L -o img10230.xml https://huggingface.co/datasets/KeenForgeAI/PV_Multi_Defect-corrected/resolve/main/Annotations/img10230.xml
5.56 kB
| <annotation> | |
| <folder>PV-Multi-Defect</folder> | |
| <filename>img10230.jpg</filename> | |
| <source> | |
| <database>PV-Multi-Defect (Li et al., Electronics 2023)</database> | |
| </source> | |
| <size> | |
| <width>600</width> | |
| <height>600</height> | |
| <depth>1</depth> | |
| </size> | |
| <segmented>0</segmented> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>159</xmin> | |
| <ymin>111</ymin> | |
| <xmax>290</xmax> | |
| <ymax>166</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>167</xmin> | |
| <ymin>49</ymin> | |
| <xmax>288</xmax> | |
| <ymax>103</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>170</xmin> | |
| <ymin>179</ymin> | |
| <xmax>290</xmax> | |
| <ymax>229</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>173</xmin> | |
| <ymin>306</ymin> | |
| <xmax>289</xmax> | |
| <ymax>359</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>177</xmin> | |
| <ymin>241</ymin> | |
| <xmax>291</xmax> | |
| <ymax>294</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>188</xmin> | |
| <ymin>369</ymin> | |
| <xmax>287</xmax> | |
| <ymax>420</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>193</xmin> | |
| <ymin>435</ymin> | |
| <xmax>290</xmax> | |
| <ymax>489</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>308</xmin> | |
| <ymin>375</ymin> | |
| <xmax>438</xmax> | |
| <ymax>420</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>315</xmin> | |
| <ymin>245</ymin> | |
| <xmax>444</xmax> | |
| <ymax>296</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>316</xmin> | |
| <ymin>434</ymin> | |
| <xmax>440</xmax> | |
| <ymax>486</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>316</xmin> | |
| <ymin>499</ymin> | |
| <xmax>438</xmax> | |
| <ymax>549</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>317</xmin> | |
| <ymin>110</ymin> | |
| <xmax>433</xmax> | |
| <ymax>166</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>318</xmin> | |
| <ymin>179</ymin> | |
| <xmax>433</xmax> | |
| <ymax>234</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>318</xmin> | |
| <ymin>305</ymin> | |
| <xmax>432</xmax> | |
| <ymax>356</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>326</xmin> | |
| <ymin>46</ymin> | |
| <xmax>436</xmax> | |
| <ymax>103</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>458</xmin> | |
| <ymin>48</ymin> | |
| <xmax>593</xmax> | |
| <ymax>103</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>462</xmin> | |
| <ymin>113</ymin> | |
| <xmax>586</xmax> | |
| <ymax>163</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>464</xmin> | |
| <ymin>182</ymin> | |
| <xmax>592</xmax> | |
| <ymax>231</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>464</xmin> | |
| <ymin>241</ymin> | |
| <xmax>591</xmax> | |
| <ymax>294</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>464</xmin> | |
| <ymin>309</ymin> | |
| <xmax>594</xmax> | |
| <ymax>358</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>464</xmin> | |
| <ymin>370</ymin> | |
| <xmax>595</xmax> | |
| <ymax>422</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>468</xmin> | |
| <ymin>500</ymin> | |
| <xmax>600</xmax> | |
| <ymax>552</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>470</xmin> | |
| <ymin>437</ymin> | |
| <xmax>598</xmax> | |
| <ymax>483</ymax> | |
| </bndbox> | |
| </object> | |
| </annotation> | |