训练coco数据集过程中，Exception: Invalid bounding box with area of zero，请问您知道怎么解决嘛

[KevinR10]

561/58633 [..............................] - ETA: 6:54:06 - loss: 1.6840 - rpn_class_loss_loss: 0.1094 - rpn_bbox_loss_loss: 0.8315 - mrcnn_class_loss_loss: 0.1723 - mrcnn_bbox_loss_loss: 0.2518 - mrcnn_mask_loss_loss: 0.3191Traceback (most recent call last):
File "train.py", line 299, in
callbacks=callbacks
File "/usr/local/lib/python3.6/dist-packages/keras/legacy/interfaces.py", line 91, in wrapper
return func(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/keras/engine/training.py", line 1418, in fit_generator
initial_epoch=initial_epoch)
File "/usr/local/lib/python3.6/dist-packages/keras/engine/training_generator.py", line 181, in fit_generator
generator_output = next(output_generator)
File "/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py", line 601, in get
six.reraise(*sys.exc_info())
File "/usr/local/lib/python3.6/dist-packages/six.py", line 693, in reraise
raise value
File "/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py", line 595, in get
inputs = self.queue.get(block=True).get()
File "/usr/lib/python3.6/multiprocessing/pool.py", line 644, in get
raise self._value
File "/usr/lib/python3.6/multiprocessing/pool.py", line 119, in worker
result = (True, func(*args, **kwds))
File "/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py", line 401, in get_index
return _SHARED_SEQUENCES[uid][i]
File "/opt/data/private/Kevin/mask-rcnn-keras/utils/dataloader.py", line 250, in getitem
load_image_gt(image, mask_gt, boxes, class_ids, image_id, self.config, use_mini_mask=self.config.USE_MINI_MASK)
File "/opt/data/private/Kevin/mask-rcnn-keras/utils/dataloader.py", line 59, in load_image_gt
mask = minimize_mask(boxes, mask, config.MINI_MASK_SHAPE)
File "/opt/data/private/Kevin/mask-rcnn-keras/utils/dataloader.py", line 24, in minimize_mask
raise Exception("Invalid bounding box with area of zero")
Exception: Invalid bounding box with area of zero

[bubbliiiing]

你的标签里面有宽高为0的情况？

[KevinR10]

你的标签里面有宽高为0的情况？

应该没有啊，就用的是coco2017数据集，没改数据集的内容

[bubbliiiing]

是我刚提供的代码吗……如果是的话我加个错误判断

[KevinR10]

是我刚提供的代码吗……如果是的话我加个错误判断

应该是，我看代码文件的修改日期是‎2022‎年‎5‎月‎4‎日，‏‎20:40:07

[bubbliiiing]

好的，那我加一个看看…，但是你训练coco，也太久了吧，我没试过coco的效果

[KevinR10]

好的，那我加一个看看…，但是你训练coco，也太久了吧，我没试过coco的效果

2080Ti的卡，我也不知道为什么

[bubbliiiing]

啊不是说你速度有问题，只是单纯感叹用训练coco这件事而已，数据太多，2080ti根本不够用

[KevinR10]

啊不是说你速度有问题，只是单纯感叹用训练coco这件事而已，数据太多，2080ti根本不够用

确实是，哈哈哈感谢回复