记录一些yolo-world训练数据集的报错

参考的这个文章
https://blog.csdn.net/ITdaka/article/details/138863017?spm=1001.2014.3001.5501

openai快捷下载：https://download.csdn.net/download/qq_43767886/89876720

然后我打算训练coco数据集，遇到了以下的问题

问题一

原因：错误提示表明你缺少 transformers 库，并且 PYTHONPATH 未正确配置，导致 Python 无法找到自定义模块 yolo_world。
安装 transformers；
yolo_world参考上面文章的链接

pip install transformers

Traceback (most recent call last):
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmengine/utils/misc.py", line 77, in import_modules_from_strings
    imported_tmp = import_module(imp)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 790, in exec_module
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed
  File "/home/rycc/cc/yolo-world/yolo_world/__init__.py", line 10, in <module>
    from .models import *  # noqa
  File "/home/rycc/cc/yolo-world/yolo_world/models/__init__.py", line 2, in <module>
    from .backbones import *  # noqa
  File "/home/rycc/cc/yolo-world/yolo_world/models/backbones/__init__.py", line 5, in <module>
    from .mm_backbone import (
  File "/home/rycc/cc/yolo-world/yolo_world/models/backbones/mm_backbone.py", line 10, in <module>
    from transformers import (AutoTokenizer, AutoModel, CLIPTextConfig)
ModuleNotFoundError: No module named 'transformers'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmengine/config/config.py", line 466, in fromfile
    import_modules_from_strings(**cfg_dict['custom_imports'])
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmengine/utils/misc.py", line 84, in import_modules_from_strings
    raise ImportError(f'Failed to import {imp}')
ImportError: Failed to import yolo_world

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/rycc/cc/yolo-world/train.py", line 127, in <module>
    main()
  File "/home/rycc/cc/yolo-world/train.py", line 65, in main
    cfg = Config.fromfile(args.config)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmengine/config/config.py", line 478, in fromfile
    raise ImportError(err_msg) from e
ImportError: Failed to import custom modules from {'imports': ['yolo_world'], 'allow_failed_imports': False}, the current sys.path is:
    /home/rycc/cc/yolo-world
    /home/rycc/anaconda3/envs/yolo-world/lib/python39.zip
    /home/rycc/anaconda3/envs/yolo-world/lib/python3.9
    /home/rycc/anaconda3/envs/yolo-world/lib/python3.9/lib-dynload
    /home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages
    /tmp/tmpo38nms2p
You should set PYTHONPATH to make sys.path include the directory which contains your custom module

问题二

原因：/openai/clip-vit-base-patch32文件路径不对。

OSError: Incorrect path_or_model_id: '../openai/clip-vit-base-patch32'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

解决方法：
在这里插入图片描述

问题三

原因：albumentations安装的版本不对
解决方法：pip 安装 albumentations==1.3.1

Traceback (most recent call last):
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/torch/utils/data/_utils/worker.py", line 308, in _worker_loop
    data = fetcher.fetch(index)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/torch/utils/data/_utils/fetch.py", line 51, in fetch
    data = [self.dataset[idx] for idx in possibly_batched_index]
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/torch/utils/data/_utils/fetch.py", line 51, in <listcomp>
    data = [self.dataset[idx] for idx in possibly_batched_index]
  File "/home/rycc/cc/yolo-world/yolo_world/datasets/mm_dataset.py", line 86, in __getitem__
    return self.pipeline(data_info)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmengine/dataset/base_dataset.py", line 60, in __call__
    data = t(data)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmcv/transforms/base.py", line 12, in __call__
    return self.transform(results)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmdet/structures/bbox/box_type.py", line 267, in wrapper
    return func(self, results)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/mmdet/datasets/transforms/transforms.py", line 1507, in transform
    results = self.aug(**results)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/albumentations/core/composition.py", line 346, in __call__
    self.preprocess(data)
  File "/home/rycc/anaconda3/envs/yolo-world/lib/python3.9/site-packages/albumentations/core/composition.py", line 373, in preprocess
    raise ValueError(msg)
ValueError: Key img_path is not in available keys.