import gradio as gr import app_backend gr.set_static_paths(['.']) def detect_crashes(name, sim_files, real_files, frame_out, text_output, file_out, video_out): for outputs in app_backend.backend(name, sim_files, real_files, frame_out, text_output, file_out, video_out): yield outputs with gr.Blocks(title="Drone Crash Detection") as demo: text_output = gr.Textbox(interactive=False) frame_output = gr.Image(interactive=False) video_output = gr.Gallery(interactive=False) file_output = gr.File(interactive=False) label = gr.Label("Drone Crash Classification Using Yolov8.", scale=0, show_label=False) student_name_tb = gr.Textbox( lines=1, placeholder="Enter student's name. Ex: 'First Last'", visible=True, show_label=True, label="Student's Name" ) simulation_videos_upload = gr.File( label="Upload Simulation Drone Videos", type="filepath", # Changed 'file' to 'filepath' file_count="multiple" ) real_videos_upload = gr.File( label="Upload Real Drone Videos", type="filepath", # Changed 'file' to 'filepath' file_count="multiple" ) with gr.Row(): btn_prompt = gr.Button("Detect Crashes") btn_prompt.click( fn=detect_crashes, inputs=[ student_name_tb, simulation_videos_upload, real_videos_upload, frame_output, text_output, file_output, video_output ], outputs=[frame_output, text_output, file_output, video_output] ) demo.launch()