Create model.py

model.py

@@ -0,0 +1,14 @@
+from transformers import VideoMAEForVideoClassification, VideoMAEImageProcessor
+from huggingface_hub import login
+
+import os
+
+login(os.getenv("HF_TOKEN"))
+
+
+
+model_name = "OPear/videomae-large-finetuned-UCF-Crime"
+
+# Load processor and model
+processor = VideoMAEImageProcessor.from_pretrained(model_name)
+model = VideoMAEForVideoClassification.from_pretrained(model_name)