lucifertrj commited on
Commit
fa5a56f
1 Parent(s): 8eb0a0f

make space

Browse files
Files changed (5) hide show
  1. 1.jpg +0 -0
  2. 2.jpg +0 -0
  3. app.py +23 -0
  4. model_classifer.h5 +3 -0
  5. requirements.txt +4 -0
1.jpg ADDED
2.jpg ADDED
app.py ADDED
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+ import streamlit as st
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+ from tensorflow.keras import models,utils
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+ import numpy as np
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+
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+ st.header("Vehicle Check")
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+ img = st.file_uploader("Upload the vehicle Image")
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+ if img:
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+ model = models.load_model("model_classifer.h5")
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+ img = utils.load_img(img,target_size = (224,224,3))
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+ x = utils.img_to_array(img)
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+ x = np.expand_dims(x,axis=0)
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+
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+ target = model.predict(x)
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+ target = np.argmax(target)
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+
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+ if target:
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+ st.markdown("#### The vehicle is in good state")
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+ st.markdown("<span style='color:green'>Regular check up done</span>", unsafe_allow_html=True)
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+ else:
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+ st.markdown("#### The vehicle is in pretty bad state.")
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+ st.markdown("<span style='color:red'>Needs to be inspected</span>", unsafe_allow_html=True)
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+
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+ st.image(img)
model_classifer.h5 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:2555dfaa038030c97c377fd582f4b72a0572d929c3d958008ea16de689d139fc
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+ size 143462688
requirements.txt ADDED
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+ tensorflow
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+ numpy
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+ streamlit
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+ pillow