Regino
commited on
Commit
·
3f1a2fc
1
Parent(s):
c670e3c
first commit
Browse files- app.py +86 -0
- requirements.txt +5 -0
app.py
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
from PIL import Image
|
| 3 |
+
from rembg import remove
|
| 4 |
+
import io
|
| 5 |
+
import time
|
| 6 |
+
|
| 7 |
+
# Set app title and description
|
| 8 |
+
st.title("🎨 SnipSnap")
|
| 9 |
+
st.write("Upload an image, and we'll remove the background for you!")
|
| 10 |
+
|
| 11 |
+
# Upload image
|
| 12 |
+
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
|
| 13 |
+
|
| 14 |
+
if uploaded_file is not None:
|
| 15 |
+
# Open the image
|
| 16 |
+
input_image = Image.open(uploaded_file)
|
| 17 |
+
|
| 18 |
+
# Resize the image to a maximum width of 600 pixels (adjust as needed)
|
| 19 |
+
max_width = 600
|
| 20 |
+
width_percent = max_width / float(input_image.size[0])
|
| 21 |
+
height_size = int(float(input_image.size[1]) * float(width_percent))
|
| 22 |
+
input_image = input_image.resize((max_width, height_size), Image.Resampling.LANCZOS)
|
| 23 |
+
|
| 24 |
+
# Display the uploaded image
|
| 25 |
+
st.image(input_image, caption="Uploaded Image", use_container_width=True)
|
| 26 |
+
|
| 27 |
+
# Add a progress bar
|
| 28 |
+
st.write("Removing background...")
|
| 29 |
+
progress_bar = st.progress(0)
|
| 30 |
+
for i in range(100):
|
| 31 |
+
time.sleep(0.02) # Simulate processing time
|
| 32 |
+
progress_bar.progress(i + 1)
|
| 33 |
+
|
| 34 |
+
# Remove background
|
| 35 |
+
output_image = remove(input_image)
|
| 36 |
+
|
| 37 |
+
# Display the result
|
| 38 |
+
st.image(output_image, caption="Background Removed", use_container_width=True)
|
| 39 |
+
|
| 40 |
+
# Add a download button
|
| 41 |
+
buffered = io.BytesIO()
|
| 42 |
+
output_image.save(buffered, format="PNG")
|
| 43 |
+
st.download_button(
|
| 44 |
+
label="⬇️ Download Result",
|
| 45 |
+
data=buffered.getvalue(),
|
| 46 |
+
file_name="background_removed.png",
|
| 47 |
+
mime="image/png",
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Custom CSS for better styling
|
| 51 |
+
st.markdown(
|
| 52 |
+
"""
|
| 53 |
+
<style>
|
| 54 |
+
/* Center-align the title */
|
| 55 |
+
h1 {
|
| 56 |
+
text-align: center;
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
/* Add some padding and a border to the uploader */
|
| 60 |
+
.stFileUploader > div {
|
| 61 |
+
padding: 20px;
|
| 62 |
+
border: 2px dashed #ccc;
|
| 63 |
+
border-radius: 10px;
|
| 64 |
+
text-align: center;
|
| 65 |
+
margin-top: 20px;
|
| 66 |
+
}
|
| 67 |
+
|
| 68 |
+
/* Style the download button */
|
| 69 |
+
.stDownloadButton button {
|
| 70 |
+
width: 100%;
|
| 71 |
+
background-color: #4CAF50;
|
| 72 |
+
color: white;
|
| 73 |
+
padding: 10px;
|
| 74 |
+
border: none;
|
| 75 |
+
border-radius: 5px;
|
| 76 |
+
font-size: 16px;
|
| 77 |
+
}
|
| 78 |
+
|
| 79 |
+
/* Style the progress bar */
|
| 80 |
+
.stProgress > div > div > div {
|
| 81 |
+
background-color: #4CAF50;
|
| 82 |
+
}
|
| 83 |
+
</style>
|
| 84 |
+
""",
|
| 85 |
+
unsafe_allow_html=True,
|
| 86 |
+
)
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit
|
| 2 |
+
rembg
|
| 3 |
+
Pillow
|
| 4 |
+
onnxruntime
|
| 5 |
+
numpy
|