Update my_model/tabs/run_inference.py
Browse files
my_model/tabs/run_inference.py
CHANGED
@@ -98,7 +98,7 @@ def run_inference():
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st.title("Run Inference")
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st.selectbox("Choose a model for objects detection:", ["yolov5", "detic"], index=1, key='detection_model')
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default_confidence = 0.2 if st.session_state['detection_model'] == "yolov5" else 0.4
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# confidence_level = st.slider("Select minimum detection confidence level", min_value=0.1, max_value=0.9, value=default_confidence, step=0.1)
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@@ -107,16 +107,17 @@ def run_inference():
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max_value=0.9,
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value=default_confidence,
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step=0.1,
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slider_key_name='confidence_level'
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)
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# state_manager.update_model_settings(detection_model=detection_model, confidence_level=confidence_level, selected_method=method)
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# need_model_reload = state_manager.check_settings_changed(method, detection_model, confidence_level) and state_manager.is_model_loaded()
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button_label = "Reload Model" if st.session_state['kbvqa'] is not None else "Load Model"
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state_manager.display_session_state()
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if st.session_state.method == "Fine-Tuned Model":
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if st.button(button_label):
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if button_label == "Load Model" and state_manager.is_model_loaded():
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st.title("Run Inference")
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st.selectbox("Choose a method:", ["Fine-Tuned Model", "In-Context Learning (n-shots)"], index=0, key='method')
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st.selectbox("Choose a model for objects detection:", ["yolov5", "detic"], index=1, key='detection_model')
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default_confidence = 0.2 if st.session_state['detection_model'] == "yolov5" else 0.4
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# confidence_level = st.slider("Select minimum detection confidence level", min_value=0.1, max_value=0.9, value=default_confidence, step=0.1)
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max_value=0.9,
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value=default_confidence,
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step=0.1,
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slider_key_name='confidence_level'
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)
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# state_manager.update_model_settings(detection_model=detection_model, confidence_level=confidence_level, selected_method=method)
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# need_model_reload = state_manager.check_settings_changed(method, detection_model, confidence_level) and state_manager.is_model_loaded()
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state_manager.display_session_state()
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+
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button_label = "Reload Model" if st.session_state['kbvqa'] is not None else "Load Model"
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+
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if st.session_state.method == "Fine-Tuned Model":
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if st.button(button_label):
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if button_label == "Load Model" and state_manager.is_model_loaded():
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