File size: 2,094 Bytes
d84b5d5 bb44b48 d84b5d5 af8a4e4 d84b5d5 0dd565d dfd844f c5d63c6 d8f634f 71b19e1 46bb033 3c3a6af 0dd565d d8f634f 3c3a6af de55297 0646b3c 06b119c 04a7e14 d8f634f 7c4249a d8f634f 0646b3c 0dd565d 0646b3c 0dd565d 9347ebd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 |
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.colors as mcolors
import cv2
import gradio as gr
from channel_functions import individual_channel_image_final, individual_channel_image, channel_distribution_plotter, which_channel_dominates
description1 = '''This tab shows which channel dominates which part of an image\n
Upload an image or drag an online image to the upload section. Bring it to the rectangular area. Release it when the border becomes red'''
original_image_plot = gr.Radio(['yes','no'], label = "Do you want the original image be plotted in the background?")
original_image_opacity = gr.Slider(0,1, value = 0.3, label = "Opacity of the original image")
channel_opacity = gr.Slider(0,1, value = 0.7, label = "Opacity of the output channel-domination image")
individual_channel_choice = gr.Radio(['Red','Green','Blue', 'All'], label = 'Which channel do you want to see the image in?')
iface1 = gr.Interface(
fn = which_channel_dominates,
inputs = [gr.Image(), original_image_plot, original_image_opacity, channel_opacity],
outputs = "image",
title="Channel domination",
description=description1,
)
iface2 = gr.Interface(
fn = channel_distribution_plotter,
inputs = gr.Image(),
outputs = "image",
title = "Distribution of pixel counts in all channels",
description = 'Something random'
)
iface3 = gr.Interface(
fn = individual_channel_image_final,
inputs = [gr.Image(), individual_channel_choice],
outputs = "image" ,
title = "Images in individual channels",
description = "Something random"
)
combinedInterface = gr.TabbedInterface([iface1, iface2, iface3],['Channel domination', 'Channel distribution', "Individual channel"])
combinedInterface.launch(share=False)
|