|
import streamlit as st |
|
import os |
|
from os.path import join as osp |
|
import subprocess |
|
import zipfile |
|
import io |
|
import shutil |
|
import time |
|
from PIL import Image |
|
|
|
def run_bash_script(input_image_path, output_path, progress_placeholder, status_text): |
|
bash_command = f"bash config/text_detection.sh -s {input_image_path} -t {output_path}" |
|
process = subprocess.Popen(bash_command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) |
|
|
|
progress = 0 |
|
for line in process.stdout: |
|
st.text(line.strip()) |
|
progress += 0.1 |
|
progress_placeholder.progress(min(progress, 1.0)) |
|
|
|
|
|
stderr_output = process.stderr.read() |
|
if stderr_output: |
|
status_text.error("Error output:") |
|
st.code(stderr_output, language="bash") |
|
|
|
rc = process.wait() |
|
return rc, stderr_output |
|
|
|
def zip_result_files(result_folder): |
|
zip_buffer = io.BytesIO() |
|
|
|
with zipfile.ZipFile(zip_buffer, "w", zipfile.ZIP_DEFLATED) as zip_file: |
|
for root, _, files in os.walk(result_folder): |
|
for file in files: |
|
if file.endswith(".png"): |
|
file_path = os.path.join(root, file) |
|
arcname = os.path.relpath(file_path, result_folder) |
|
zip_file.write(file_path, arcname) |
|
|
|
return zip_buffer |
|
|
|
def clear_folder(folder_path): |
|
for filename in os.listdir(folder_path): |
|
file_path = os.path.join(folder_path, filename) |
|
try: |
|
if os.path.isfile(file_path) or os.path.islink(file_path): |
|
os.unlink(file_path) |
|
elif os.path.isdir(file_path): |
|
shutil.rmtree(file_path, ignore_errors=True) |
|
except Exception as e: |
|
print(f'Failed to delete {file_path}. Reason: {e}') |
|
|
|
st.title("Text Detection App") |
|
|
|
uploaded_file = st.file_uploader("Choose an image file", type=["jpg", "jpeg", "png"]) |
|
|
|
if uploaded_file is not None: |
|
st.image(uploaded_file, caption="Uploaded Image", use_column_width=True) |
|
|
|
|
|
|
|
|
|
input_path = "test_folder" |
|
output_path = "target_test" |
|
|
|
|
|
|
|
|
|
input_file_path = os.path.join(input_path, uploaded_file.name) |
|
image = Image.open(uploaded_file) |
|
image.save(input_file_path) |
|
|
|
if st.button("Run Text Detection"): |
|
progress_placeholder = st.empty() |
|
status_text = st.empty() |
|
|
|
try: |
|
status_text.text("Running text detection...") |
|
|
|
|
|
|
|
rc, stderr_output = run_bash_script(input_path, output_path, progress_placeholder, status_text) |
|
|
|
if rc == 0: |
|
status_text.text("Text detection completed successfully!") |
|
result_folder = os.path.join(output_path, "result") |
|
if os.path.exists(result_folder): |
|
st.write("You can now download the results.") |
|
|
|
|
|
zip_buffer = zip_result_files(result_folder) |
|
st.download_button( |
|
label="Download Results", |
|
data=zip_buffer.getvalue(), |
|
file_name="text_detection_results.zip", |
|
mime="application/zip" |
|
) |
|
else: |
|
st.error("Result folder not found. The text detection might have failed.") |
|
else: |
|
st.error(f"Text detection failed with return code {rc}") |
|
if stderr_output: |
|
st.error("Error details:") |
|
st.code(stderr_output, language="bash") |
|
except Exception as e: |
|
st.error(f"An error occurred: {str(e)}") |
|
finally: |
|
|
|
clear_folder(osp(output_path, "mask")) |
|
progress_placeholder.empty() |
|
status_text.empty() |
|
|
|
st.write("Note: The download button will appear after running text detection.") |
|
|