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from turtle import width
import gradio as gr
from utils import SampleClass
sample = SampleClass()
# --- Interface ---
demo = gr.Blocks(
title="Categories_error_analysis.ipynb",
css=".container { max-width: 98%; margin: auto;};")
with demo:
gr.Markdown("<h2><center> 😱 Categories Error Analysis 🐛</center></h2>")
with gr.Row():
with gr.Column():
with gr.Row():
with gr.Column():
with gr.Row():category = gr.Dropdown(
label="Category",
value="relational",
choices=["intrinsic","spatial","ordinal","relational","plural"])
with gr.Column():
with gr.Row():predictions = gr.Dropdown(
label='Predictions',
value='fail',
choices=["fail", "correct"])
with gr.Row():
with gr.Column():
with gr.Row():model = gr.Dropdown(
label='Model',
value='baseline',
choices=["baseline", "extended"])
with gr.Column():
with gr.Row():split = gr.Dropdown(
label='Split',
value='val',
choices=["test","val"])
with gr.Row():
with gr.Column():
with gr.Row():username = gr.Dropdown(
label="UserName",
value="luciana",
choices=["luciana",'mauri','jorge','nano'])
with gr.Column():
with gr.Row():next_idx_sample = gr.Number(
label='Next Idx Sample',
value=0)
with gr.Row():
progress = gr.Label(label='Progress',num_top_classes=10)
with gr.Row():
btn_next = gr.Button("Get Next Sample")
with gr.Column():
with gr.Row(): info = gr.Text(label="Sample Info")
with gr.Row(): img = gr.Image(label="Sample", type="numpy")
btn_next.click(
fn=sample.explorateSamples,
inputs=[username,predictions,category,model,split,next_idx_sample],
outputs=[next_idx_sample, progress, img, info])
# demo.queue(concurrency_count=10)
demo.launch(debug=False) |