I am getting the torch error while deploying app on streamlit. On Local machine i am using conda python 3.10 and everything working fine. but on streamlit I have added all requirements.txt dependencies but I get error everytime same.
Code snippet:
import streamlit as st
import os
import shutil
import torch
# import cv2
from PIL import Image
from io import BytesIO
model = torch.hub.load(
"AK391/animegan2-pytorch:main",
"generator",
pretrained=True,
device="cpu",
progress=False
)
face2paint = torch.hub.load(
'AK391/animegan2-pytorch:main', 'face2paint',
size=512, device="cpu",side_by_side=False
)
st.title("Cartoonify Image")
method = st.sidebar.selectbox("Select method", ["Cartoonify AnimeGanV2", "Cartoonify by CartoonGAN"])
if method == "Cartoonify AnimeGanV2":
face2paint_check = st.sidebar.checkbox("Enable Face2Paint", False)
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"])
if uploaded_file is not None:
try:
img = Image.open(BytesIO(uploaded_file.read()))
st.image(img, caption='Original Image', use_column_width=True)
if method == "Cartoonify AnimeGanV2":
if face2paint_check:
out = face2paint(model, img)
else:
out = model(img)
else:
if not os.path.exists('temp'):
os.makedirs('temp')
img.save("temp/image.jpg", "JPEG")
os.system("python cartoon.py --input_path 'temp/image.jpg' --result_dir './output/'")
out = Image.open("output/image.jpg")
st.image(out, caption='Cartoonified Image', use_column_width=True)
# Save output image to file
out_path = f"output/{method}.jpg"
out.save(out_path, "JPEG")
st.success(f"Output image saved to {out_path}")
except Exception as e:
st.error(str(e))
this is image to cartoon converter code. I want to upload it on streamlit to make api later.
but everytime I run I got the error
2023-03-23 18:27:51.154 Uncaught app exception
Traceback (most recent call last):
File "/home/appuser/venv/lib/python3.10/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 565, in _run_script
exec(code, module.__dict__)
File "/app/face/fl.py", line 4, in <module>
import torch
ModuleNotFoundError: No module named 'torch'
- Streamlit version: (latest install now)
- Python version: (3.10)
Github Repo
https://github.com/datafinderservice/face/blob/main/requirements.txt