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import cv2
from PIL import Image
import numpy as np
import sys
import os
from pathlib import Path
from os import listdir
from os.path import isfile, join
import rembg
#frame_num=0
#frame_count=0
vid_file="vidcut0001-0250.mp4"
#capture = cv2.VideoCapture(vid_file)
rm_bg0=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg1=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg2=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg3=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg4=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg5=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg6=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg7=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg8=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
rm_bg9=gr.Interface.load("spaces/Omnibus/fast-bg-remove")
css='''
.dark .gr-box{
background:#344d74;!important;
opacity:1;!important;
}
.p-2 {
background:#344d74;!important;
opacity:1;!important;
}
.gap-4 {
background:#6681ab;!important;
opacity:1;!important;
}
.dark .gr-padded{
background:#21314a;!important;
opacity:1;!important;
}
'''
def load_video(vid):
new_video_in = str(vid)
capture = cv2.VideoCapture(new_video_in)
frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT))
tmp_frame='1'
capture.release()
return vid,frame_count,frame_count
global f_proc
f_proc=0
def preview_function(vid,frame_count, denom):
#if vid==None:
#vid=img_file
new_video_in = str(vid)
capture = cv2.VideoCapture(new_video_in)
global fbox
fbox=[]
cnt=0
frame_count1= int(frame_count)-int(denom)
for i in range(int(frame_count1)):
if cnt == int(denom):
cnt=0
capture.set(cv2.CAP_PROP_POS_FRAMES, i-1)
ret, frame_f = capture.read(i-1)
frame_ff = cv2.cvtColor(frame_f, cv2.COLOR_BGR2RGB)
#frame_fff=Image.fromarray(frame_ff)
fbox.append(frame_ff)
else:
pass
cnt+=1
capture.set(cv2.CAP_PROP_POS_FRAMES, int(frame_count)-1)
ret, frame_f = capture.read()
frame_ff = cv2.cvtColor(frame_f, cv2.COLOR_BGR2RGB)
#frame_fff=Image.fromarray(frame_ff)
fbox.append(frame_ff)
capture.release()
f_box_count=len(fbox)
return fbox, f_box_count
def capture_function(vid=None,img_file=None,frame_count=None,frame_total=None, frame_col=None):
if vid==None:
vid=img_file
new_video_in = str(vid)
capture = cv2.VideoCapture(new_video_in)
fbox=[]
cnt=0
frame_count1= int(frame_count)-int(denom)
for i in range(int(frame_count1)):
if cnt == int(denom):
cnt=0
capture.set(cv2.CAP_PROP_POS_FRAMES, i)
ret, frame_f = capture.read(i)
frame_ff = cv2.cvtColor(frame_f, cv2.COLOR_BGR2RGB)
fbox.append(frame_ff)
else:
pass
cnt+=1
capture.set(cv2.CAP_PROP_POS_FRAMES, int(frame_count)-1)
ret, frame_f = capture.read()
frame_ff = cv2.cvtColor(frame_f, cv2.COLOR_BGR2RGB)
fbox.append(frame_ff)
capture.release()
return fbox
'''[0],fbox[1],fbox[2],fbox[3],fbox[4],fbox[5],fbox[6],fbox[7],fbox[8],fbox[9],
fbox[10],fbox[11],fbox[12],fbox[13],fbox[14],fbox[15],fbox[16],fbox[17],fbox[18],fbox[19],
fbox[20],fbox[21],fbox[22],fbox[23],fbox[24],fbox[25],fbox[26],fbox[27],fbox[28],fbox[29],
fbox[30],fbox[31],fbox[32],fbox[33],fbox[34],fbox[35],fbox[36],fbox[37],fbox[38],fbox[39],
fbox[40],fbox[41],fbox[42],fbox[43],fbox[44],fbox[45],fbox[46],fbox[47],fbox[48],fbox[49],
fbox[50],fbox[51],fbox[52],fbox[53],fbox[54],fbox[55],fbox[56],fbox[57],fbox[58],fbox[59],
fbox[60],fbox[61],fbox[62],fbox[63],fbox[64],fbox[65],fbox[66],fbox[67],fbox[68],fbox[69],
fbox[70],fbox[71],fbox[72],fbox[73],fbox[74],fbox[75],fbox[76],fbox[77],fbox[78],fbox[79],
fbox[80],fbox[81],fbox[82],fbox[83],fbox[84],fbox[85],fbox[86],fbox[87],fbox[88],fbox[89],
fbox[90],fbox[91],fbox[92],fbox[93],fbox[94],fbox[95],fbox[96],fbox[97],fbox[98],fbox[99],
fbox[100]'''
def remove_bg_func0(input):
img=fbox[0+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}0.png", img)
output=rm_bg0(f"b-{input}0.png")
return output
def remove_bg_func1(input):
img=fbox[1+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}1.png", img)
output=rm_bg1(f"b-{input}1.png")
return output
def remove_bg_func2(input):
img=fbox[2+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}2.png", img)
output=rm_bg2(f"b-{input}2.png")
return output
def remove_bg_func3(input):
img=fbox[3+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}3.png", img)
output=rm_bg3(f"b-{input}3.png")
return output
def remove_bg_func4(input):
img=fbox[4+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}4.png", img)
output=rm_bg4(f"b-{input}4.png")
return output
def remove_bg_func5(input):
img=fbox[5+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}5.png", img)
output=rm_bg5(f"b-{input}5.png")
return output
def remove_bg_func6(input):
img=fbox[6+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}6.png", img)
output=rm_bg6(f"b-{input}6.png")
return output
def remove_bg_func7(input):
img=fbox[7+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}7.png", img)
output=rm_bg7(f"b-{input}7.png")
return output
def remove_bg_func8(input):
img=fbox[8+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}8.png", img)
output=rm_bg8(f"b-{input}8.png")
return output
def remove_bg_func9(input):
img=fbox[9+int(input)]
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
cv2.imwrite(f"b-{input}9.png", img)
output=rm_bg9(f"b-{input}9.png")
return output
def main():
with gr.Blocks(css=css) as demo:
with gr.Box():
with gr.Group():
with gr.Row():
with gr.Column():
#vid=gr.Video(gr_input_type="file")
#vid=gr.PlayableVideo(value=vid_file, gr_input_type="filepath", file_extensions="mp4", visible=True)
vid=gr.Video(type="filepath", format="mp4", visible=True)
img_file=gr.Textbox(value=f"{vid_file}")
with gr.Row():
pv_btn=gr.Button("Preview Frames")
go_btn=gr.Button("Capture Frames")
ex_btn=gr.Button("Load Example")
with gr.Column():
with gr.Box():
#frame_slider=gr.Slider(1, frame_count=frame_count, value=frame_num, step=1)
with gr.Row():
every_n=gr.Textbox(label="every_n",value='10')
frame_tot=gr.Textbox(label="Total Frames",value='0')
with gr.Row():
idk=gr.Textbox(label="",value='10')
frames_to_proc=gr.Textbox(label="Selected Frames",value='0')
with gr.Row():
start_box=gr.Textbox(label="Start",value='0', interactive=True)
end_box=gr.Textbox(label="End",value='0', interactive=True)
with gr.Row():
with gr.Column():
with gr.Row():
f_1_btn=gr.Button("8")
f_2_btn=gr.Button("12")
f_3_btn=gr.Button("16")
f_4_btn=gr.Button("36")
with gr.Row():
bg_rgb_btn=gr.Button("Remove BG RGB")
depth_btn=gr.Button("Depth Frames")
bg_dpt_btn=gr.Button("Remove BG Depth")
make_3d=gr.Button("Make 3D")
with gr.Tab("RGB"):
with gr.Column():
with gr.Row():
fw1=gr.Gallery(label="Main", type="filepath").style(grid=10)
with gr.Row():
file_out=gr.File(file_count="list")
with gr.Tab("Remove BG RGB"):
with gr.Column():
with gr.Row():
f_proc=gr.Textbox(label="Frames Processed", show_progress=False)
#with gr.Group():
with gr.Group():
with gr.Row():
#with gr.Row():
bdfw1=gr.Pil(label="Frame 1", type="filepath")
bdfw2=gr.Pil(label="Frame 2", type="filepath")
bdfw3=gr.Pil(label="Frame 3", type="filepath")
bdfw4=gr.Pil(label="Frame 4", type="filepath")
bdfw5=gr.Pil(label="Frame 5", type="filepath")
bdfw6=gr.Pil(label="Frame 6", type="filepath")
bdfw7=gr.Pil(label="Frame 7", type="filepath")
bdfw8=gr.Pil(label="Frame 8", type="filepath")
bdfw9=gr.Pil(label="Frame 9", type="filepath")
bdfw10=gr.Pil(label="Frame 10", type="filepath")
bdfw11=gr.Pil(label="Frame 11", type="filepath")
bdfw12=gr.Pil(label="Frame 12", type="filepath")
bdfw13=gr.Pil(label="Frame 13", type="filepath")
bdfw14=gr.Pil(label="Frame 14", type="filepath")
bdfw15=gr.Pil(label="Frame 15", type="filepath")
bdfw16=gr.Pil(label="Frame 16", type="filepath")
bdfw17=gr.Pil(label="Frame 17", type="filepath")
bdfw18=gr.Pil(label="Frame 18", type="filepath")
bdfw19=gr.Pil(label="Frame 19", type="filepath")
bdfw20=gr.Pil(label="Frame 20", type="filepath")
bdfw21=gr.Pil(label="Frame 21", type="filepath")
bdfw22=gr.Pil(label="Frame 22", type="filepath")
bdfw23=gr.Pil(label="Frame 23", type="filepath")
bdfw24=gr.Pil(label="Frame 24", type="filepath")
bdfw25=gr.Pil(label="Frame 25", type="filepath")
bdfw26=gr.Pil(label="Frame 26", type="filepath")
bdfw27=gr.Pil(label="Frame 27", type="filepath")
bdfw28=gr.Pil(label="Frame 28", type="filepath")
bdfw29=gr.Pil(label="Frame 29", type="filepath")
bdfw30=gr.Pil(label="Frame 30", type="filepath")
bdfw31=gr.Pil(label="Frame 31", type="filepath")
bdfw32=gr.Pil(label="Frame 32", type="filepath")
bdfw33=gr.Pil(label="Frame 33", type="filepath")
bdfw34=gr.Pil(label="Frame 34", type="filepath")
bdfw35=gr.Pil(label="Frame 35", type="filepath")
bdfw36=gr.Pil(label="Frame 36", type="filepath")
bdfw37=gr.Pil(label="Frame 37", type="filepath")
bdfw38=gr.Pil(label="Frame 38", type="filepath")
bdfw39=gr.Pil(label="Frame 39", type="filepath")
bdfw40=gr.Pil(label="Frame 40", type="filepath")
bdfw41=gr.Pil(label="Frame 41", type="filepath")
bdfw42=gr.Pil(label="Frame 42", type="filepath")
bdfw43=gr.Pil(label="Frame 43", type="filepath")
bdfw44=gr.Pil(label="Frame 44", type="filepath")
bdfw45=gr.Pil(label="Frame 45", type="filepath")
bdfw46=gr.Pil(label="Frame 46", type="filepath")
bdfw47=gr.Pil(label="Frame 47", type="filepath")
bdfw48=gr.Pil(label="Frame 48", type="filepath")
bdfw49=gr.Pil(label="Frame 49", type="filepath")
bdfw50=gr.Pil(label="Frame 50", type="filepath")
with gr.Tab("Process", visible=False):
inpu1=gr.Textbox(value=0, visible=False)
inpu2=gr.Textbox(value=10, visible=False)
inpu3=gr.Textbox(value=20, visible=False)
inpu4=gr.Textbox(value=30, visible=False)
inpu5=gr.Textbox(value=40, visible=False)
bg_rgb_btn.click(remove_bg_func0, inputs=[inpu1], outputs=[bdfw1])
bg_rgb_btn.click(remove_bg_func1, inputs=[inpu1], outputs=[bdfw2])
bg_rgb_btn.click(remove_bg_func2, inputs=[inpu1], outputs=[bdfw3])
bg_rgb_btn.click(remove_bg_func3, inputs=[inpu1], outputs=[bdfw4])
bg_rgb_btn.click(remove_bg_func4, inputs=[inpu1], outputs=[bdfw5])
bg_rgb_btn.click(remove_bg_func5, inputs=[inpu1], outputs=[bdfw6])
bg_rgb_btn.click(remove_bg_func6, inputs=[inpu1], outputs=[bdfw7])
bg_rgb_btn.click(remove_bg_func7, inputs=[inpu1], outputs=[bdfw8])
bg_rgb_btn.click(remove_bg_func8, inputs=[inpu1], outputs=[bdfw9])
bg_rgb_btn.click(remove_bg_func9, inputs=[inpu1], outputs=[bdfw10])
bdfw1.change(remove_bg_func0, inputs=[inpu2], outputs=[bdfw11])
bdfw2.change(remove_bg_func1, inputs=[inpu2], outputs=[bdfw12])
bdfw3.change(remove_bg_func2, inputs=[inpu2], outputs=[bdfw13])
bdfw4.change(remove_bg_func3, inputs=[inpu2], outputs=[bdfw14])
bdfw5.change(remove_bg_func4, inputs=[inpu2], outputs=[bdfw15])
bdfw6.change(remove_bg_func5, inputs=[inpu2], outputs=[bdfw16])
bdfw7.change(remove_bg_func6, inputs=[inpu2], outputs=[bdfw17])
bdfw8.change(remove_bg_func7, inputs=[inpu2], outputs=[bdfw18])
bdfw9.change(remove_bg_func8, inputs=[inpu2], outputs=[bdfw19])
bdfw10.change(remove_bg_func9, inputs=[inpu2], outputs=[bdfw20])
bdfw11.change(remove_bg_func0, inputs=[inpu3], outputs=[bdfw21])
bdfw12.change(remove_bg_func1, inputs=[inpu3], outputs=[bdfw22])
bdfw13.change(remove_bg_func2, inputs=[inpu3], outputs=[bdfw23])
bdfw14.change(remove_bg_func3, inputs=[inpu3], outputs=[bdfw24])
bdfw15.change(remove_bg_func4, inputs=[inpu3], outputs=[bdfw25])
bdfw16.change(remove_bg_func5, inputs=[inpu3], outputs=[bdfw26])
bdfw17.change(remove_bg_func6, inputs=[inpu3], outputs=[bdfw27])
bdfw18.change(remove_bg_func7, inputs=[inpu3], outputs=[bdfw28])
bdfw19.change(remove_bg_func8, inputs=[inpu3], outputs=[bdfw29])
bdfw20.change(remove_bg_func9, inputs=[inpu3], outputs=[bdfw30])
bdfw21.change(remove_bg_func0, inputs=[inpu4], outputs=[bdfw31])
bdfw22.change(remove_bg_func1, inputs=[inpu4], outputs=[bdfw32])
bdfw23.change(remove_bg_func2, inputs=[inpu4], outputs=[bdfw33])
bdfw24.change(remove_bg_func3, inputs=[inpu4], outputs=[bdfw34])
bdfw25.change(remove_bg_func4, inputs=[inpu4], outputs=[bdfw35])
bdfw26.change(remove_bg_func5, inputs=[inpu4], outputs=[bdfw36])
bdfw27.change(remove_bg_func6, inputs=[inpu4], outputs=[bdfw37])
bdfw28.change(remove_bg_func7, inputs=[inpu4], outputs=[bdfw38])
bdfw29.change(remove_bg_func8, inputs=[inpu4], outputs=[bdfw39])
bdfw30.change(remove_bg_func9, inputs=[inpu4], outputs=[bdfw40])
bdfw31.change(remove_bg_func0, inputs=[inpu5], outputs=[bdfw41])
bdfw32.change(remove_bg_func1, inputs=[inpu5], outputs=[bdfw42])
bdfw33.change(remove_bg_func2, inputs=[inpu5], outputs=[bdfw43])
bdfw34.change(remove_bg_func3, inputs=[inpu5], outputs=[bdfw44])
bdfw35.change(remove_bg_func4, inputs=[inpu5], outputs=[bdfw45])
bdfw36.change(remove_bg_func5, inputs=[inpu5], outputs=[bdfw46])
bdfw37.change(remove_bg_func6, inputs=[inpu5], outputs=[bdfw47])
bdfw38.change(remove_bg_func7, inputs=[inpu5], outputs=[bdfw48])
bdfw39.change(remove_bg_func8, inputs=[inpu5], outputs=[bdfw49])
bdfw40.change(remove_bg_func9, inputs=[inpu5], outputs=[bdfw50])
vid.change(load_video, inputs=[vid], outputs=[vid,frame_tot,end_box])
ex_btn.click(load_video, inputs=[img_file], outputs=[vid,frame_tot,end_box])
pv_btn.click(preview_function,inputs=[vid, frame_tot, every_n],outputs=[fw1,frames_to_proc])
demo.queue(concurrency_count=120)
demo.launch(enable_queue=True, max_threads=120)
if __name__ == "__main__":
main() |