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 | <annotation> | |
| <folder>PV-Multi-Defect</folder> | |
| <filename>img10019.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>62</xmin> | |
| <ymin>176</ymin> | |
| <xmax>142</xmax> | |
| <ymax>228</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>66</xmin> | |
| <ymin>240</ymin> | |
| <xmax>149</xmax> | |
| <ymax>296</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>68</xmin> | |
| <ymin>147</ymin> | |
| <xmax>132</xmax> | |
| <ymax>164</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>309</xmin> | |
| <ymin>178</ymin> | |
| <xmax>441</xmax> | |
| <ymax>230</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>309</xmin> | |
| <ymin>234</ymin> | |
| <xmax>440</xmax> | |
| <ymax>292</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>322</xmin> | |
| <ymin>115</ymin> | |
| <xmax>439</xmax> | |
| <ymax>170</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>324</xmin> | |
| <ymin>304</ymin> | |
| <xmax>435</xmax> | |
| <ymax>346</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>453</xmin> | |
| <ymin>246</ymin> | |
| <xmax>577</xmax> | |
| <ymax>290</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>465</xmin> | |
| <ymin>189</ymin> | |
| <xmax>559</xmax> | |
| <ymax>228</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>hot_spot</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>466</xmin> | |
| <ymin>311</ymin> | |
| <xmax>559</xmax> | |
| <ymax>339</ymax> | |
| </bndbox> | |
| </object> | |
| <object> | |
| <name>no_electricity</name> | |
| <pose>Unspecified</pose> | |
| <truncated>0</truncated> | |
| <difficult>0</difficult> | |
| <bndbox> | |
| <xmin>154</xmin> | |
| <ymin>7</ymin> | |
| <xmax>300</xmax> | |
| <ymax>589</ymax> | |
| </bndbox> | |
| </object> | |
| </annotation> | |