Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

How do I correct my mistakes and the next step? #2

Open
Penglianfeng opened this issue Nov 17, 2024 · 1 comment
Open

How do I correct my mistakes and the next step? #2

Penglianfeng opened this issue Nov 17, 2024 · 1 comment

Comments

@Penglianfeng
Copy link

1. Error message:
Loading trainer: ALVLM
Loading dataset: Caltech101
Image directory:C:\Users\86187\Desktop\source\py\CV\DA\pcb\configs\datasets\caltech-101
Splitting into 50% train, 20% val, and 30% test
Checking image path:C:\Users\86187\Desktop\source\py\CV\DA\pcb\configs\datasets\caltech-101\101_ObjectCategories\panda
C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\utils\tools.py:55: UserWarning: No file found at "C:\Users\86187\Desktop\source\py\CV\DA\pcb\configs\datasets\caltech-101\101_ObjectCategories\panda"
warnings.warn('No file found at "{}"'.format(fpath))
Traceback (most recent call last):
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\train.py", line 213, in
main(args)
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\train.py", line 148, in main
trainer = build_trainer(cfg)
^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\engine\build.py", line 11, in build_trainer
return TRAINER_REGISTRY.get(cfg.TRAINER.NAME)(cfg)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\trainers\alvlm.py", line 293, in init
super().init(cfg)
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\engine\trainer.py", line 324, in init
self.build_data_loader()
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\engine\trainer.py", line 347, in build_data_loader
dm = DataManager(self.cfg)
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\data\data_manager.py", line 61, in init
dataset = build_dataset(cfg)
^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\data\datasets\build.py", line 11, in build_dataset
return DATASET_REGISTRY.get(cfg.DATASET.NAME)(cfg)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\datasets\caltech101.py", line 42, in init
train, val, test = DTD.read_and_split_data(self.image_dir, ignored=IGNORED, new_cnames=NEW_CNAMES)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\datasets\dtd.py", line 91, in read_and_split_data
train.extend(_collate(images[:n_train], label, category))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\datasets\dtd.py", line 72, in _collate
item = Datum(impath=im, label=y, classname=c) # is already 0-based
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\86187\Desktop\source\py\CV\DA\pcb\dassl\data\datasets\base_dataset.py", line 26, in init
assert check_isfile(impath)
^^^^^^^^^^^^^^^^^^^^
AssertionError
2.I ran the following command under git-bash :sudo CUDA_VISIBLE_DEVICES=0 sh ./scripts/alvlm/main.sh caltech-101 vit_32 random 0 AS
The cloned library is the latest commit
3.I've changed the location
In the process of recoding,I put the101_ObjectCategories and split_zhou_Caltech101.json in caltech-101 as requested,then I put caltech-101 into configs/datasets/,I add the PATH: "C:\\Users\\86187\\Desktop\\source\\py\\CV\\DA\\pcb\\configs\\datasets\\caltech-101"
in DATASET of caltech-101.yaml.
In caltech101.py,I changed this line of code self.image_dir = os.path.join(self.dataset_dir, "101_ObjectCategories") to something like this: self.image_dir = cfg.DATASET.PATH.
In main.sh,I changed this line of code DATA=/go/to/data # YOU NEED TO FIX IT to something like this: DATA=C:/Users/86187/Desktop/source/py/CV/DA/pcb/configs/datasets/caltech-101
4. I think possible bugs
Some files or subdirectories in the caltech-101 dataset may be missing or paths misconfigured or self.image_dir may be configured as an invalid or non-existent path, causing problems with dataset loading.

@Penglianfeng
Copy link
Author

The system is Windows

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant