The dog-breed-classification-stanford-dog-dataset from saksham789

dog-breed-classification-stanford-dog-dataset's Issues

merge_datasets func: ValueError: could not broadcast input array from shape (79,224,224,3) into shape (80,224,224,3)

Hello and thank you for sharing this code!
I am running into a ValueError when running the following from the 'directory_setup' notebook:

valid_dataset, valid_labels, train_dataset, train_labels = merge_datasets(
train_datasets, train_size, valid_size)

which outputs this error:
Unable to process data from train/n02105855-Shetland_sheepdog.pickle : could not broadcast input array from shape (79,224,224,3) into shape (80,224,224,3)

Full command line error:

ValueError Traceback (most recent call last)
in ()
4
5 valid_dataset, valid_labels, train_dataset, train_labels = merge_datasets(
----> 6 train_datasets, train_size, valid_size)
7
8 print('Training:', train_dataset.shape, train_labels.shape)

in merge_datasets(pickle_files, train_size, valid_size, even_size)
29
30 train_breed = breed_set[vsize_per_class:end_l, :, :, :]
---> 31 train_dataset[start_t:end_t, :, :, :] = train_breed
32 train_labels[start_t:end_t] = label
33 start_t += tsize_per_class

ValueError: could not broadcast input array from shape (79,224,224,3) into shape (80,224,224,3)

Can you advise? Thanks!

Some errors in Directory_setup.ipynb...

Hi, saksham789!
Yesterday, i stared your repository DOG-BREED-CLASSIFICATION-STANFORD-DOG-DATASET
Then i try to run the Directory_setup.ipynb. The data files which include images/annotation/lists.tar were put into the “DOG-BREED-CLASSIFICATION-STANFORD-DOG-DATASET” folder. When i run the code:

test_folders = move_data_files(test_list, 'test')
train_folders = move_data_files(train_list, 'train'),

the errors comes..

---------------------------------------------------------------------------
FileNotFoundError                         Traceback (most recent call last)
/anaconda3/envs/py36/lib/python3.6/shutil.py in move(src, dst, copy_function)
    543     try:
--> 544         os.rename(src, real_dst)
    545     except OSError:

FileNotFoundError: [Errno 2] No such file or directory: 'Images/n02085620-Chihuahua/n02085620_2650.jpg' -> 'test/n02085620-Chihuahua/n02085620_2650.jpg'

During handling of the above exception, another exception occurred:

FileNotFoundError                         Traceback (most recent call last)
<ipython-input-15-0a57ebf1d01c> in <module>()
----> 1 test_folders = move_data_files(test_list, 'test')
      2 train_folders = move_data_files(train_list, 'train')

<ipython-input-14-0bb84a7b6ce9> in move_data_files(image_list, new_folder)
      2     for file in image_list:
      3         if os.path.exists('Images/'+file[0][0]):
----> 4             shutil.move('Images/'+file[0][0],new_folder+'/'+file[0][0])
      5         elif not os.path.exists(new_folder+'/'+file[0][0]):
      6            print('%s does not exist, it may be missing' % os.path.exists('./images/'+file[0][0]))

/anaconda3/envs/py36/lib/python3.6/shutil.py in move(src, dst, copy_function)
    556             rmtree(src)
    557         else:
--> 558             copy_function(src, real_dst)
    559             os.unlink(src)
    560     return real_dst

/anaconda3/envs/py36/lib/python3.6/shutil.py in copy2(src, dst, follow_symlinks)
    255     if os.path.isdir(dst):
    256         dst = os.path.join(dst, os.path.basename(src))
--> 257     copyfile(src, dst, follow_symlinks=follow_symlinks)
    258     copystat(src, dst, follow_symlinks=follow_symlinks)
    259     return dst

/anaconda3/envs/py36/lib/python3.6/shutil.py in copyfile(src, dst, follow_symlinks)
    119     else:
    120         with open(src, 'rb') as fsrc:
--> 121             with open(dst, 'wb') as fdst:
    122                 copyfileobj(fsrc, fdst)
    123     return dst
FileNotFoundError: [Errno 2] No such file or directory: 'test/n02085620-Chihuahua/n02085620_2650.jpg'