Update README.md

README.md

@@ -19,3 +19,22 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+
+from transformers import pipeline
+from datasets import load_dataset
+
+dataset_name = "Jieya/only_fractal_canny"
+faces = load_dataset(dataset_name)
+faces = faces["train"]
+
+captioner = pipeline("image-to-text",model="Salesforce/blip-image-captioning-large", device=0)
+
+def caption_image_data(example):
+    image = example["image"]
+    image_caption = captioner(image)[0]['generated_text']
+    example['image_caption'] = image_caption
+    return example
+
+faces_proc = faces.map(caption_image_data)
+faces_proc.push_to_hub(f"Jieya/captioned_fractal_canny")