Create CC6204-Hackaton-Cub-Dataset.py

CC6204-Hackaton-Cub-Dataset.py

@@ -0,0 +1,32 @@
+"""CC6204-Hackaton-Cub-Dataset: Multimodal"""
+import os
+import re
+import datasets
+
+import pandas as pd
+
+datasets.logging.set_verbosity_info()
+logger = datasets.logging.get_logger(__name__)
+
+
+_REPO = "https://huggingface.co/datasets/alkzar90/CC6204-Hackaton-Cub-Dataset/resolve/main/data/"
+
+_URLS = {
+   "train_test_split": f"{_REPO}/train_test_split.txt",
+   "classes": f"{_REPO}/classes.txt",
+   "image_class_labels": f"{_REPO}/image_class_labels.txt",
+   "images": f"{_REPO}/images.txt",
+   "image_url": f"{_REPO}/images.zip",
+   "text_url": f"{_REPO}/text.zip",
+}
+
+# Create id-to-label dictionary using the classes file
+_ID2LABEL = {}
+with open(_URLS["classes", "r") as f:
+  for row in f.read().rsplit("\n"):
+    if row != '':
+      idx, label = row.split(" ")
+      classes[idx] = re.search("[^\d\.\_+].+", label).group(0).replace("_", " ")
+      
+logger.info(f"_ID2LABEL: {_ID2LABEL}")
+