Delete scripts

scripts/process_dataset.py

@@ -1,35 +0,0 @@
-"""This script de-duplicates the data provided by the PathVQA authors,
-creates an "imagefolder" dataset and pushes it to the hub.
-"""
-
-import os
-import shutil
-import pickle
-import datasets
-import pandas as pd
-
-for split in ["train", "val", "test"]:
-    
-    os.makedirs(f"data/{split}/", exist_ok=True)
-    
-    # load the image-question-answer triplets
-    data = pd.DataFrame(pickle.load(open(f"pvqa/qas/{split}/{split}_qa.pkl", "rb")))
-    
-    # drop the duplicate image-question-answer triplets
-    data = data.drop_duplicates(ignore_index=True)
-    
-    # convert the image names to file names
-    data = data.rename(columns={"image": "file_name"})
-    data["file_name"] += ".jpg"
-    
-    # copy the images referenced by the question-answer pairs
-    for image in data["file_name"].unique():
-        shutil.copyfile(src=f"pvqa/images/{split}/{image}", dst=f"data/{split}/{image}")
-    
-    # save the metadata
-    data.to_csv(f"data/{split}/metadata.csv", index=False)
-
-# push the dataset to the hub
-dataset = datasets.load_dataset("imagefolder", data_dir="data/")
-dataset.push_to_hub("flaviagiammarino/path-vqa")
-