refactor: rename prediction function for clarity and update requirements to use GitHub source for transformers

app_test.py

@@ -204,7 +204,7 @@ def infer(image: Image.Image, model_id: str, confidence_threshold: float = 0.75)
             "Label": f"Error: {str(e)}"
         }
 
-def predict_with_ensemble(img, confidence_threshold, augment_methods, rotate_degrees, noise_level, sharpen_strength):
+def ensemble_prediction(img, confidence_threshold, augment_methods, rotate_degrees, noise_level, sharpen_strength):
     """Full ensemble prediction pipeline.
 
     Args:
@@ -413,7 +413,7 @@ def simple_prediction(img):
 
 
 detection_model_eval_playground = gr.Interface(
-    fn=predict_with_ensemble,
+    fn=ensemble_prediction,
     inputs=[
         gr.Image(label="Upload Image to Analyze", sources=['upload', 'webcam'], type='pil'),
         gr.Slider(0.0, 1.0, value=0.7, step=0.05, label="Confidence Threshold"),

requirements.txt

@@ -1,6 +1,6 @@
 --index-url https://download.pytorch.org/whl/cu118
 # Core ML/AI libraries
-transformers
+git+https://github.com/huggingface/transformers.git
 torch 
 torchvision
 torchaudio