diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..a6563064c24a3ca58e64efe5c0440b300d11318c 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,33 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+src/image11.jpg filter=lfs diff=lfs merge=lfs -text
+src/image12.jpg filter=lfs diff=lfs merge=lfs -text
+src/model.keras filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/test/unsafe/44.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/test/unsafe/89.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/test/unsafe/92.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/170.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/253.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/274.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/296.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/377.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/380.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/400.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/408.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/448.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/502.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/61.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/627.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/safe/738.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/229.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/396.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/499.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/519.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/52.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/646.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/667.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/682.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/train/unsafe/716.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/valid/safe/40.jpg filter=lfs diff=lfs merge=lfs -text
+src/Worksite-Safety-Monitoring-Dataset/valid/safe/73.jpg filter=lfs diff=lfs merge=lfs -text
diff --git a/Dockerfile b/Dockerfile
index 88a3d42894d90412f1143120fbca9d7f419e92bf..91ba0248e56b60ae0d346698abb17a51d7dabcc6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -18,4 +18,4 @@ EXPOSE 8501
 
 HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
 
-ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
\ No newline at end of file
+ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 28d994e22f8dd432b51df193562052e315ad95f7..918a1e014720e05822f06062a6d76d1049a19d91 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,7 @@
-altair
+streamlit==1.37.1
 pandas
-streamlit
\ No newline at end of file
+numpy
+matplotlib
+pillow
+opencv-python
+tensorflow==2.15.1
\ No newline at end of file
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diff --git a/src/__pycache__/eda.cpython-39.pyc b/src/__pycache__/eda.cpython-39.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..6989bd64dcdebc149069cb9e8b51706cdb94ccd4
Binary files /dev/null and b/src/__pycache__/eda.cpython-39.pyc differ
diff --git a/src/__pycache__/prediction.cpython-39.pyc b/src/__pycache__/prediction.cpython-39.pyc
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diff --git a/src/eda.py b/src/eda.py
new file mode 100644
index 0000000000000000000000000000000000000000..53a6cc4a13bfd4932d778034211db530ab004171
--- /dev/null
+++ b/src/eda.py
@@ -0,0 +1,73 @@
+import streamlit as st
+import matplotlib.pyplot as plt
+from PIL import Image
+import os
+
+def run():
+    # Title
+    st.title('Safe and Unsafe Working Condition')
+
+    # Sub Header
+    st.subheader('Exploratory Data Analysis (EDA) of dataset')
+
+    # Image
+    image = Image.open('./src/image11.jpg')
+    st.image(image)
+
+    # Data
+    st.write('##### Dataset Overview')
+
+    main_path = './src/Worksite-Safety-Monitoring-Dataset/'
+    train_path = os.path.join(main_path, 'train')
+    val_path = os.path.join(main_path, 'valid')
+    test_path = os.path.join(main_path, 'test')
+
+    def plot_images(path):
+        labels = sorted(os.listdir(path))
+        figures = []
+        for label in labels:
+            folder_path = os.path.join(path, label)
+            images = os.listdir(folder_path)
+            images = images[:5]
+            fig, axes = plt.subplots(1, len(images), figsize=(50, 50))
+            if len(images) == 1:
+                axes = [axes]
+            for idx, img_file in enumerate(images):
+                img = plt.imread(os.path.join(folder_path, img_file))
+                axes[idx].imshow(img)
+                axes[idx].axis("off")
+                axes[idx].set_title(label, fontsize=50, fontweight='bold')
+            plt.tight_layout()
+            figures.append(fig)
+        return figures
+
+    # Train
+    st.write('##### Train')
+    figs_train = plot_images(train_path)
+    for fig in figs_train:
+        st.pyplot(fig)
+
+    # Validation
+    st.write('##### Validation')
+    figs_val = plot_images(val_path)
+    for fig in figs_val:
+        st.pyplot(fig)
+
+    # Test
+    st.write('##### Test')
+    figs_test = plot_images(test_path)
+    for fig in figs_test:
+        st.pyplot(fig)
+
+    st.markdown("""
+                ##### Exploration:
+
+                This project aims to classify construction site conditions into **safe** or **unsafe** categories using deep learning.
+
+                The model is trained using a MobileNetV2 backbone and achieves high performance in real-world safety image classification.
+
+                The tool supports maintenance planning, reduces on-site risks, and improves safety compliance.
+                """)
+
+if __name__ == '__main__':
+    run()
\ No newline at end of file
diff --git a/src/image11.jpg b/src/image11.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4a3e9d98a5a0cce15e24ae30e7284463e02e86ce
--- /dev/null
+++ b/src/image11.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1994d0608f34c3f97b80c2a45af75852c658aaa1ccdb9902e2f7d08dfd57eac3
+size 157571
diff --git a/src/image12.jpg b/src/image12.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1a70f12c2cc29f9164b4a3bb0327c4e1ed3301a8
--- /dev/null
+++ b/src/image12.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7cd8f82e541dbfb9728c40c034f7d528f384df4c5048ed65292bac93571538c
+size 26998485
diff --git a/src/model.keras b/src/model.keras
new file mode 100644
index 0000000000000000000000000000000000000000..cfb486fee2955c77d819e7dbfe0196c51841ef51
--- /dev/null
+++ b/src/model.keras
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26a2d7705619c325e56fb10b812e3ce228a49f237cbbe2ec3007328ae67699e3
+size 73791076
diff --git a/src/prediction.py b/src/prediction.py
new file mode 100644
index 0000000000000000000000000000000000000000..a9d4b707089321e05d69cd2630953537e0898fca
--- /dev/null
+++ b/src/prediction.py
@@ -0,0 +1,81 @@
+import streamlit as st
+import cv2
+import pandas as pd
+import numpy as np
+from tensorflow.keras.models import load_model
+from PIL import Image
+import datetime
+
+# Load File
+
+model_imp = load_model('./src/model.keras')
+
+def run():
+    # Title
+    st.title('Safe and Unsafe Working Condition')
+
+    # Sub Header
+    st.subheader('Safety Prediction of Working Condition Image ')
+
+    # Image
+    image = Image.open('./src/image12.jpg')
+    st.image(image)
+
+    # Create form
+    with st.form(key='safety-prediction'):
+
+        st.markdown('Data ID')
+
+        date = st.date_input("Select a date", help='Input the time the photo was taken or obtained')
+        time = st.time_input("Select a time")
+        timestamp = datetime.datetime.combine(date, time)
+
+        name_id = st.text_input('ID', value='---name/id---', help='Input your name or identity')
+
+        uploaded_img = st.file_uploader("Upload an image", type=['jpg', 'jpeg', 'png'])
+
+        submitted = st.form_submit_button('Predict')
+
+    # Data inference
+    data_inf_input = {
+        'timestamp': timestamp,
+        'name_id': name_id,
+    }
+
+    # Data frame
+    st.markdown('Data Summary:')
+    data_inference = pd.DataFrame([data_inf_input])
+    st.dataframe(data_inference)
+
+    # Preprocessing
+
+    if uploaded_img is not None:
+        img_pil = Image.open(uploaded_img).convert('RGB')
+        img_arr = np.array(img_pil)
+        # Resize as input model (img_height × img_width)
+        img_resized = cv2.resize(img_arr, (200, 200))
+        # Scaling
+        img_array = np.array(img_resized) / 255.
+        # Change dimension
+        img_dims = np.expand_dims(img_array, axis=0)
+        st.image(uploaded_img)
+    else:
+        st.warning("Please upload an image to continue.")
+
+    st.markdown('Result:')
+    # Prediction
+    if submitted:
+        prob = model_imp.predict(img_dims)
+
+        # Convert to class (0 = safe, 1 = unsafe)
+        pred = 1 if prob >= 0.5 else 0
+        class_names = ['SAFE', 'UNSAFE']
+        label = class_names[pred]
+        percentage = prob[0][0] * 100
+
+        # Result
+        st.write(f"#### Prediction: this image consider {label} working condition.")
+        st.write(f"##### Probability: {percentage:.2f} % ")
+
+if __name__ == '__main__':
+    run()
\ No newline at end of file
diff --git a/src/streamlit_app.py b/src/streamlit_app.py
index 99d0b84662681e7d21a08fcce44908344fa86f80..53c0f4d60fe81c8a89f8fc23a800bbdafc79de74 100644
--- a/src/streamlit_app.py
+++ b/src/streamlit_app.py
@@ -1,40 +1,17 @@
-import altair as alt
-import numpy as np
-import pandas as pd
 import streamlit as st
+import eda
+import prediction
 
-"""
-# Welcome to Streamlit!
+st.set_page_config(
+    page_title='Safe or Unsafe',
+    layout='wide',
+    initial_sidebar_state='expanded'
+)
 
-Edit `/streamlit_app.py` to customize this app to your heart's desire :heart:.
-If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
-forums](https://discuss.streamlit.io).
+page = st.sidebar.selectbox('Pages', ('EDA', 'Prediction'))
 
-In the meantime, below is an example of what you can do with just a few lines of code:
-"""
+if page == 'EDA':
+    eda.run()
 
-num_points = st.slider("Number of points in spiral", 1, 10000, 1100)
-num_turns = st.slider("Number of turns in spiral", 1, 300, 31)
-
-indices = np.linspace(0, 1, num_points)
-theta = 2 * np.pi * num_turns * indices
-radius = indices
-
-x = radius * np.cos(theta)
-y = radius * np.sin(theta)
-
-df = pd.DataFrame({
-    "x": x,
-    "y": y,
-    "idx": indices,
-    "rand": np.random.randn(num_points),
-})
-
-st.altair_chart(alt.Chart(df, height=700, width=700)
-    .mark_point(filled=True)
-    .encode(
-        x=alt.X("x", axis=None),
-        y=alt.Y("y", axis=None),
-        color=alt.Color("idx", legend=None, scale=alt.Scale()),
-        size=alt.Size("rand", legend=None, scale=alt.Scale(range=[1, 150])),
-    ))
\ No newline at end of file
+else:
+    prediction.run()
\ No newline at end of file