delete

parquet_push_to_hub.py

@@ -1,65 +0,0 @@
-import io
-import os
-import datasets
-import traceback
-
-from PIL import Image
-from datasets import Features, Dataset
-
-def create_features():
-    features = Features(
-        {
-            'image': datasets.Image(),
-            "type": datasets.Value("string"),
-        }
-    )
-    return features
-
-def image_to_bytes(image_path):
-    image = Image.open(image_path)
-
-    image_data = io.BytesIO()
-    image.save(image_data, format='PNG')
-
-    img_data = image_data.getvalue()
-
-    return img_data
-
-def main():
-    current_directory = os.path.dirname(os.path.realpath(__file__))
-    
-    files_folder = 'files'
-    files_folder_path = os.path.join(current_directory, files_folder)
-
-    dataset_dict = {
-        'image': [],
-        "type": [],
-    }
-    
-    for root, dirs, files in os.walk(files_folder_path):
-        for file in files:
-
-            if file.lower().endswith(('.jpg', '.jpeg')):
-                file_path = os.path.join(root, file)
-                img_data = image_to_bytes(file_path)
-                dataset_dict['image'].append(img_data)
-                dataset_dict['type'].append(os.path.basename(root))
-
-
-    # print('dataset_dict', dataset_dict)
-    # print('features', create_features())
-
-    try:
-        dataset = Dataset.from_dict(dataset_dict, features=create_features())
-    except Exception as e:
-        traceback.print_exc()
-        # print(e)
-
-
-    os.environ["HF_HOME"] = "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"
-
-    dataset.push_to_hub('TrainingDataPro/chest-x-rays')
-
-
-if __name__ == "__main__":
-    main()

xray_chest.csv

@@ -1,98 +0,0 @@
-dcm,jpg,type
-/abscess/0.dcm,/abscess/0.jpg,abscess
-/abscess/1.dcm,/abscess/1.jpg,abscess
-/abscess/2.dcm,/abscess/2.jpg,abscess
-/abscess/3.dcm,/abscess/3.jpg,abscess
-/abscess/4.dcm,/abscess/4.jpg,abscess
-/abscess/5.dcm,/abscess/5.jpg,abscess
-/abscess/6.dcm,/abscess/6.jpg,abscess
-/abscess/7.dcm,/abscess/7.jpg,abscess
-/abscess/8.dcm,/abscess/8.jpg,abscess
-/ards/0.dcm,/ards/0.jpg,ards
-/ards/1.dcm,/ards/1.jpg,ards
-/atelectasis/0.dcm,/atelectasis/0.jpg,atelectasis
-/atelectasis/1.dcm,/atelectasis/1.jpg,atelectasis
-/atelectasis/2.dcm,/atelectasis/2.jpg,atelectasis
-/atelectasis/3.dcm,/atelectasis/3.jpg,atelectasis
-/atelectasis/4.dcm,/atelectasis/4.jpg,atelectasis
-/atelectasis/5.dcm,/atelectasis/5.jpg,atelectasis
-/atelectasis/6.dcm,/atelectasis/6.jpg,atelectasis
-/atherosclerosis_of_the_aorta/0.dcm,/atherosclerosis_of_the_aorta/0.jpg,atherosclerosis of the aorta
-/atherosclerosis_of_the_aorta/1.dcm,/atherosclerosis_of_the_aorta/1.jpg,atherosclerosis of the aorta
-/atherosclerosis_of_the_aorta/2.dcm,/atherosclerosis_of_the_aorta/2.jpg,atherosclerosis of the aorta
-/atherosclerosis_of_the_aorta/3.dcm,/atherosclerosis_of_the_aorta/3.jpg,atherosclerosis of the aorta
-/atherosclerosis_of_the_aorta/4.dcm,/atherosclerosis_of_the_aorta/4.jpg,atherosclerosis of the aorta
-/atherosclerosis_of_the_aorta/5.dcm,/atherosclerosis_of_the_aorta/5.jpg,atherosclerosis of the aorta
-/cardiomegaly/0.dcm,/cardiomegaly/0.jpg,cardiomegaly
-/cardiomegaly/1.dcm,/cardiomegaly/1.jpg,cardiomegaly
-/cardiomegaly/2.dcm,/cardiomegaly/2.jpg,cardiomegaly
-/cardiomegaly/3.dcm,/cardiomegaly/3.jpg,cardiomegaly
-/cardiomegaly/4.dcm,/cardiomegaly/4.jpg,cardiomegaly
-/cardiomegaly/5.dcm,/cardiomegaly/5.jpg,cardiomegaly
-/cardiomegaly/6.dcm,/cardiomegaly/6.jpg,cardiomegaly
-/cardiomegaly/7.dcm,/cardiomegaly/7.jpg,cardiomegaly
-/emphysema/0.dcm,/emphysema/0.jpg,emphysema
-/emphysema/1.dcm,/emphysema/1.jpg,emphysema
-/emphysema/2.dcm,/emphysema/2.jpg,emphysema
-/emphysema/3.dcm,/emphysema/3.jpg,emphysema
-/emphysema/4.dcm,/emphysema/4.jpg,emphysema
-/fracture/0.dcm,/fracture/0.jpg,fracture
-/fracture/1.dcm,/fracture/1.jpg,fracture
-/fracture/2.dcm,/fracture/2.jpg,fracture
-/fracture/3.dcm,/fracture/3.jpg,fracture
-/fracture/4.dcm,/fracture/4.jpg,fracture
-/fracture/5.dcm,/fracture/5.jpg,fracture
-/hydropneumothorax/0.dcm,/hydropneumothorax/0.jpg,hydropneumothorax
-/hydropneumothorax/1.dcm,/hydropneumothorax/1.jpg,hydropneumothorax
-/hydropneumothorax/2.dcm,/hydropneumothorax/2.jpg,hydropneumothorax
-/hydropneumothorax/3.dcm,/hydropneumothorax/3.jpg,hydropneumothorax
-/hydropneumothorax/4.dcm,/hydropneumothorax/4.jpg,hydropneumothorax
-/hydropneumothorax/5.dcm,/hydropneumothorax/5.jpg,hydropneumothorax
-/hydropneumothorax/6.dcm,/hydropneumothorax/6.jpg,hydropneumothorax
-/hydropneumothorax/7.dcm,/hydropneumothorax/7.jpg,hydropneumothorax
-/hydropneumothorax/8.dcm,/hydropneumothorax/8.jpg,hydropneumothorax
-/hydrothorax/0.dcm,/hydrothorax/0.jpg,hydrothorax
-/hydrothorax/1.dcm,/hydrothorax/1.jpg,hydrothorax
-/hydrothorax/2.dcm,/hydrothorax/2.jpg,hydrothorax
-/hydrothorax/3.dcm,/hydrothorax/3.jpg,hydrothorax
-/hydrothorax/4.dcm,/hydrothorax/4.jpg,hydrothorax
-/pneumonia/0.dcm,/pneumonia/0.jpg,pneumonia
-/pneumonia/1.dcm,/pneumonia/1.jpg,pneumonia
-/pneumonia/2.dcm,/pneumonia/2.jpg,pneumonia
-/pneumonia/3.dcm,/pneumonia/3.jpg,pneumonia
-/pneumonia/4.dcm,/pneumonia/4.jpg,pneumonia
-/pneumosclerosis/0.dcm,/pneumosclerosis/0.jpg,pneumosclerosis
-/pneumosclerosis/1.dcm,/pneumosclerosis/1.jpg,pneumosclerosis
-/pneumosclerosis/2.dcm,/pneumosclerosis/2.jpg,pneumosclerosis
-/pneumosclerosis/3.dcm,/pneumosclerosis/3.jpg,pneumosclerosis
-/post_inflammatory_changes/0.dcm,/post_inflammatory_changes/0.jpg,post-inflammatory changes
-/post_inflammatory_changes/1.dcm,/post_inflammatory_changes/1.jpg,post-inflammatory changes
-/post_inflammatory_changes/2.dcm,/post_inflammatory_changes/2.jpg,post-inflammatory changes
-/post_inflammatory_changes/3.dcm,/post_inflammatory_changes/3.jpg,post-inflammatory changes
-/post_inflammatory_changes/4.dcm,/post_inflammatory_changes/4.jpg,post-inflammatory changes
-/post_inflammatory_changes/5.dcm,/post_inflammatory_changes/5.jpg,post-inflammatory changes
-/post_inflammatory_changes/6.dcm,/post_inflammatory_changes/6.jpg,post-inflammatory changes
-/post_traumatic_ribs_deformation/0.dcm,/post_traumatic_ribs_deformation/0.jpg,post-traumatic ribs deformation
-/post_traumatic_ribs_deformation/1.dcm,/post_traumatic_ribs_deformation/1.jpg,post-traumatic ribs deformation
-/post_traumatic_ribs_deformation/2.dcm,/post_traumatic_ribs_deformation/2.jpg,post-traumatic ribs deformation
-/post_traumatic_ribs_deformation/3.dcm,/post_traumatic_ribs_deformation/3.jpg,post-traumatic ribs deformation
-/post_traumatic_ribs_deformation/4.dcm,/post_traumatic_ribs_deformation/4.jpg,post-traumatic ribs deformation
-/sarcoidosis/0.dcm,/sarcoidosis/0.jpg,sarcoidosis
-/sarcoidosis/1.dcm,/sarcoidosis/1.jpg,sarcoidosis
-/sarcoidosis/2.dcm,/sarcoidosis/2.jpg,sarcoidosis
-/sarcoidosis/3.dcm,/sarcoidosis/3.jpg,sarcoidosis
-/sarcoidosis/4.dcm,/sarcoidosis/4.jpg,sarcoidosis
-/sarcoidosis/5.dcm,/sarcoidosis/5.jpg,sarcoidosis
-/scoliosis/0.dcm,/scoliosis/0.jpg,scoliosis
-/scoliosis/1.dcm,/scoliosis/1.jpg,scoliosis
-/scoliosis/2.dcm,/scoliosis/2.jpg,scoliosis
-/scoliosis/3.dcm,/scoliosis/3.jpg,scoliosis
-/tuberculosis/0.dcm,/tuberculosis/0.jpg,tuberculosis
-/tuberculosis/1.dcm,/tuberculosis/1.jpg,tuberculosis
-/tuberculosis/2.dcm,/tuberculosis/2.jpg,tuberculosis
-/tuberculosis/3.dcm,/tuberculosis/3.jpg,tuberculosis
-/tuberculosis/4.dcm,/tuberculosis/4.jpg,tuberculosis
-/venous_congestion/0.dcm,/venous_congestion/0.jpg,venous congestion
-/venous_congestion/1.dcm,/venous_congestion/1.jpg,venous congestion
-/venous_congestion/2.dcm,/venous_congestion/2.jpg,venous congestion
-/venous_congestion/3.dcm,/venous_congestion/3.jpg,venous congestion