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# --- main.py (your Gradio app file) --- | |
import warnings | |
warnings.filterwarnings("ignore") | |
import gradio as gr | |
from src.video_model import describe_video # Ensure this function is defined in src.video_model | |
from src.text_processor import process_description # Ensure this function is defined in src.text_processor | |
# --- Function to handle both video and text processing --- | |
def process_video(video, sitting, hands, location, screen): | |
query = "Describe this video in detail and answer the questions." | |
additional_info = [] | |
if sitting: | |
additional_info.append("Is the subject in the video standing or sitting?") | |
if hands: | |
additional_info.append("Is the subject holding any object in their hands, if so, are the hands free?") | |
if location: | |
additional_info.append("Is the subject present indoors or outdoors?") | |
if screen: | |
additional_info.append("Is the subject interacting with a screen in the background by facing the screen?") | |
final_query = query + " " + " ".join(additional_info) | |
video_description = describe_video(video, final_query) | |
return video_description | |
# --- Function to handle JSON processing --- | |
def process_and_display_json(video_description): | |
json_response = process_description(video_description) | |
return json_response | |
# --- Gradio Blocks Interface --- | |
with gr.Blocks(title="GSoC Super Raid Annotator", theme=gr.themes.Soft(primary_hue="red", secondary_hue="red")) as demo: | |
gr.Markdown("Annotate Videos") | |
gr.Markdown( | |
"<p style='text-align: center'><a href='https://github.com/OpenBMB/MiniCPM-V' target='_blank'>Model GitHub Repo</a> | <a href='https://huggingface.co/openbmb/MiniCPM-V-2_6' target='_blank'>Model Page</a></p>" | |
) | |
with gr.Row(): | |
with gr.Column(): | |
# Input components | |
video = gr.Video(label="Video") | |
sitting = gr.Checkbox(label="Sitting/Standing") | |
hands = gr.Checkbox(label="Hands Free/Not Free") | |
location = gr.Checkbox(label="Indoors/Outdoors") | |
screen = gr.Checkbox(label="Screen Interaction") | |
# Submit buttons | |
with gr.Row(): | |
process_video_btn = gr.Button("Process Video") | |
process_json_btn = gr.Button("Process JSON") | |
with gr.Column(): | |
# Output components | |
video_description = gr.Textbox(label="Video Description", show_label=True, show_copy_button=True) | |
json_output = gr.JSON(label="JSON Output") | |
# Examples for the interface | |
examples = [ | |
["videos/2016-01-01_0100_US_KNBC_Channel_4_News_1867.16-1871.38_now.mp4"], | |
["videos/2016-01-01_0200_US_KNBC_Channel_4_News_1329.12-1333.29_tonight.mp4"], | |
["videos/2016-01-01_0830_US_KNBC_Tonight_Show_with_Jimmy_Fallon_725.45-729.76_tonight.mp4"], | |
["videos/2016-01-01_0200_US_KOCE_The_PBS_Newshour_577.03-581.31_tonight.mp4"], | |
["videos/2016-01-01_1400_US_KTTV-FOX_Morning_News_at_6AM_1842.36-1846.68_this_year.mp4"], | |
["videos/2016-01-02_0735_US_KCBS_Late_Show_with_Stephen_Colbert_285.94-290.67_this_year.mp4"], | |
["videos/2016-01-13_2200_US_KTTV-FOX_The_Doctor_Oz_Show_1709.79-1714.17_this_month.mp4"], | |
["videos/2016-01-01_1400_US_KTTV-FOX_Morning_News_at_6AM_1842.36-1846.68_this_year.mp4"], | |
["videos/2016-01-01_1300_US_KNBC_Today_in_LA_at_5am_12.46-16.95_this_morning.mp4"], | |
["videos/2016-01-05_0200_US_KNBC_Channel_4_News_1561.29-1565.95_next_week.mp4"], | |
["videos/2016-01-28_0700_US_KNBC_Channel_4_News_at_11PM_629.56-633.99_in_the_future.mp4"] | |
] | |
# Event handling | |
process_video_btn.click( | |
fn=process_video, | |
inputs=[video, sitting, hands, location, screen], | |
outputs=video_description, | |
) | |
process_json_btn.click( | |
fn=process_and_display_json, | |
inputs=video_description, | |
outputs=json_output, | |
) | |
# Launch the interface | |
demo.launch(debug=False) | |