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# # Importing the requirements | |
# import warnings | |
# warnings.filterwarnings("ignore") | |
# import gradio as gr | |
# from src.video_model import describe_video | |
# # Video and text inputs for the interface | |
# video = gr.Video(label="Video") | |
# query = gr.Textbox(label="Question", placeholder="Enter your question here") | |
# # Output for the interface | |
# response = gr.Textbox(label="Predicted answer", show_label=True, show_copy_button=True) | |
# # Examples for the interface | |
# examples = [ | |
# [ | |
# "videos/2016-01-01_0100_US_KNBC_Channel_4_News_1867.16-1871.38_now.mp4", | |
# "Here are some frames of a video. Describe this video in detail." | |
# ], | |
# [ | |
# "videos/2016-01-01_0200_US_KNBC_Channel_4_News_1329.12-1333.29_tonight.mp4", | |
# "Here are some frames of a video. Describe this video in detail." | |
# ], | |
# [ "videos/2016-01-01_0830_US_KNBC_Tonight_Show_with_Jimmy_Fallon_725.45-729.76_tonight.mp4", | |
# "Here are some frames of a video. Describe this video in detail." | |
# ] | |
# ] | |
# # Title, description, and article for the interface | |
# title = "GSoC Super Raid Annotator" | |
# description = "Annotate Videos" | |
# article = "<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>" | |
# # Launch the interface | |
# interface = gr.Interface( | |
# fn=describe_video, | |
# inputs=[video, query], | |
# outputs=response, | |
# examples=examples, | |
# title=title, | |
# description=description, | |
# article=article, | |
# theme="Soft", | |
# allow_flagging="never", | |
# ) | |
# interface.launch(debug=False) | |
import warnings | |
warnings.filterwarnings("ignore") | |
import gradio as gr | |
from src.video_model import describe_video # Assuming this function processes the video and query | |
def process_video_and_questions(video, query, sitting, hands, location, screen): | |
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 the hands are not free else they are 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) | |
# Assuming your describe_video function handles the video processing | |
response = describe_video(video, final_query) | |
return response | |
# Video and text inputs for the interface | |
video = gr.Video(label="Video") | |
query = gr.Textbox(label="Question", value="Here are some frames of a video. Describe this video in detail and answer the below questions.", placeholder="Enter your question here") | |
# Options as checkboxes | |
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") | |
# Output for the interface | |
response = gr.Textbox(label="Predicted answer", show_label=True, show_copy_button=True) | |
# Examples for the interface | |
examples = [ | |
[ | |
"videos/2016-01-01_0100_US_KNBC_Channel_4_News_1867.16-1871.38_now.mp4", | |
"Here are some frames of a video. Describe this video in detail." | |
], | |
[ | |
"videos/2016-01-01_0200_US_KNBC_Channel_4_News_1329.12-1333.29_tonight.mp4", | |
"Here are some frames of a video. Describe this video in detail." | |
], | |
[ "videos/2016-01-01_0830_US_KNBC_Tonight_Show_with_Jimmy_Fallon_725.45-729.76_tonight.mp4", | |
"Here are some frames of a video. Describe this video in detail." | |
] | |
] | |
# Title, description, and article for the interface | |
title = "GSoC Super Raid Annotator" | |
description = "Annotate Videos" | |
article = "<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>" | |
# Launch the interface | |
interface = gr.Interface( | |
fn=process_video_and_questions, # Updated function to handle the query construction | |
inputs=[video, query, sitting, hands, location, screen], | |
outputs=response, | |
examples=examples, | |
title=title, | |
description=description, | |
article=article, | |
theme="Soft", | |
allow_flagging="never", | |
) | |
interface.launch(debug=False) |