feature: created embed caption

embed_captions

@@ -0,0 +1,25 @@
+import csv
+import argparse
+from utils import load_model
+
+def main(args):
+    caption_txt_path = args.text_path
+    f = open(caption_txt_path)
+    captions = [sent.strip() for sent in f.readlines()
+
+    for model_name in ["koclip-base", "koclip-large"]:  
+        model, processor = load_model(f"koclip/{model_name}")
+        captions_processed = [processor(sent,images=None,return_tensors='jax') for sent in captions]
+        vec = [np.asarray(model.get_text_features(**c)) for c in captions_processed]
+
+        with open(os.path.join(args.out_path, f"{model_name}.tsv"), "a+") as f:
+            writer = csv.writer(f, delimiter="\t")
+            for text, feature in zip(captions, vec):
+                writer.writerow([text, ",".join(map(lambda x: str(x), feature))])
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--text_path", default="text")
+    parser.add_argument("--out_path", default="features/text")
+    args = parser.parse_args()
+    main(args)