Spaces:
Sleeping
Sleeping
Update src/streamlit_app.py
Browse files- src/streamlit_app.py +19 -31
src/streamlit_app.py
CHANGED
|
@@ -4,7 +4,7 @@ import torch
|
|
| 4 |
|
| 5 |
st.set_page_config(page_title="FitPlan AI", layout="centered")
|
| 6 |
|
| 7 |
-
# LOAD MODEL
|
| 8 |
@st.cache_resource
|
| 9 |
def load_model():
|
| 10 |
tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-base")
|
|
@@ -13,15 +13,11 @@ def load_model():
|
|
| 13 |
|
| 14 |
tokenizer, model = load_model()
|
| 15 |
|
| 16 |
-
# ---------------------------------------------------
|
| 17 |
# TITLE
|
| 18 |
-
|
| 19 |
-
st.title("πͺ FitPlan AI β User Fitness Profile")
|
| 20 |
|
| 21 |
-
# ---------------------------------------------------
|
| 22 |
# PERSONAL INFORMATION
|
| 23 |
-
|
| 24 |
-
st.subheader("π€ Personal Information")
|
| 25 |
|
| 26 |
name = st.text_input("Enter Your Name")
|
| 27 |
|
|
@@ -54,9 +50,7 @@ with col2:
|
|
| 54 |
step=0.1
|
| 55 |
)
|
| 56 |
|
| 57 |
-
#
|
| 58 |
-
# BMI FUNCTION
|
| 59 |
-
# ---------------------------------------------------
|
| 60 |
def bmi_category(bmi):
|
| 61 |
if bmi < 18.5:
|
| 62 |
return "Underweight"
|
|
@@ -67,9 +61,7 @@ def bmi_category(bmi):
|
|
| 67 |
else:
|
| 68 |
return "Obese"
|
| 69 |
|
| 70 |
-
# ---------------------------------------------------
|
| 71 |
# BMI CALCULATION
|
| 72 |
-
# ---------------------------------------------------
|
| 73 |
bmi = None
|
| 74 |
|
| 75 |
if height > 0 and weight > 0:
|
|
@@ -79,9 +71,7 @@ if height > 0 and weight > 0:
|
|
| 79 |
st.metric("π Your BMI", f"{bmi:.2f}")
|
| 80 |
st.info(f"BMI Category: {bmi_category(bmi)}")
|
| 81 |
|
| 82 |
-
# ---------------------------------------------------
|
| 83 |
# FITNESS GOAL
|
| 84 |
-
# ---------------------------------------------------
|
| 85 |
st.subheader("π― Fitness Goal")
|
| 86 |
|
| 87 |
goal = st.selectbox(
|
|
@@ -95,10 +85,9 @@ goal = st.selectbox(
|
|
| 95 |
]
|
| 96 |
)
|
| 97 |
|
| 98 |
-
# ---------------------------------------------------
|
| 99 |
# EQUIPMENT
|
| 100 |
-
|
| 101 |
-
st.subheader("
|
| 102 |
|
| 103 |
equipment_map = {}
|
| 104 |
|
|
@@ -130,9 +119,8 @@ with col3:
|
|
| 130 |
|
| 131 |
equipment = [item for item, selected in equipment_map.items() if selected]
|
| 132 |
|
| 133 |
-
|
| 134 |
# FITNESS LEVEL
|
| 135 |
-
# ---------------------------------------------------
|
| 136 |
st.subheader("π Fitness Level")
|
| 137 |
|
| 138 |
fitness_level = st.radio(
|
|
@@ -141,10 +129,8 @@ fitness_level = st.radio(
|
|
| 141 |
horizontal=True
|
| 142 |
)
|
| 143 |
|
| 144 |
-
# ---------------------------------------------------
|
| 145 |
# SUBMIT BUTTON
|
| 146 |
-
|
| 147 |
-
if st.button("π Submit Profile"):
|
| 148 |
|
| 149 |
if not name:
|
| 150 |
st.error("Please enter your name.")
|
|
@@ -156,12 +142,11 @@ if st.button("π Submit Profile"):
|
|
| 156 |
st.error("Please select at least one equipment option.")
|
| 157 |
|
| 158 |
else:
|
| 159 |
-
st.success("
|
| 160 |
|
| 161 |
bmi_status = bmi_category(bmi)
|
| 162 |
equipment_list = ", ".join(equipment)
|
| 163 |
|
| 164 |
-
# Improved Prompt
|
| 165 |
prompt = f"""
|
| 166 |
You are a certified professional fitness trainer.
|
| 167 |
|
|
@@ -180,14 +165,17 @@ Day 1:
|
|
| 180 |
"""
|
| 181 |
|
| 182 |
with st.spinner("Generating your AI workout plan..."):
|
|
|
|
| 183 |
inputs = tokenizer(prompt, return_tensors="pt", truncation=True)
|
| 184 |
|
| 185 |
-
outputs = model.generate(
|
| 186 |
-
|
| 187 |
-
|
| 188 |
-
|
| 189 |
-
|
| 190 |
-
)
|
| 191 |
|
| 192 |
-
result = tokenizer.decode(outputs[0], skip_special_tokens=True).strip()
|
| 193 |
|
|
|
|
|
|
|
|
|
| 4 |
|
| 5 |
st.set_page_config(page_title="FitPlan AI", layout="centered")
|
| 6 |
|
| 7 |
+
# LOAD MODEL
|
| 8 |
@st.cache_resource
|
| 9 |
def load_model():
|
| 10 |
tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-base")
|
|
|
|
| 13 |
|
| 14 |
tokenizer, model = load_model()
|
| 15 |
|
|
|
|
| 16 |
# TITLE
|
| 17 |
+
st.title(" FitPlan AI β User Fitness Profile")
|
|
|
|
| 18 |
|
|
|
|
| 19 |
# PERSONAL INFORMATION
|
| 20 |
+
st.subheader(" Personal Information")
|
|
|
|
| 21 |
|
| 22 |
name = st.text_input("Enter Your Name")
|
| 23 |
|
|
|
|
| 50 |
step=0.1
|
| 51 |
)
|
| 52 |
|
| 53 |
+
#BMI Function
|
|
|
|
|
|
|
| 54 |
def bmi_category(bmi):
|
| 55 |
if bmi < 18.5:
|
| 56 |
return "Underweight"
|
|
|
|
| 61 |
else:
|
| 62 |
return "Obese"
|
| 63 |
|
|
|
|
| 64 |
# BMI CALCULATION
|
|
|
|
| 65 |
bmi = None
|
| 66 |
|
| 67 |
if height > 0 and weight > 0:
|
|
|
|
| 71 |
st.metric("π Your BMI", f"{bmi:.2f}")
|
| 72 |
st.info(f"BMI Category: {bmi_category(bmi)}")
|
| 73 |
|
|
|
|
| 74 |
# FITNESS GOAL
|
|
|
|
| 75 |
st.subheader("π― Fitness Goal")
|
| 76 |
|
| 77 |
goal = st.selectbox(
|
|
|
|
| 85 |
]
|
| 86 |
)
|
| 87 |
|
|
|
|
| 88 |
# EQUIPMENT
|
| 89 |
+
|
| 90 |
+
st.subheader(" Available Equipment")
|
| 91 |
|
| 92 |
equipment_map = {}
|
| 93 |
|
|
|
|
| 119 |
|
| 120 |
equipment = [item for item, selected in equipment_map.items() if selected]
|
| 121 |
|
| 122 |
+
|
| 123 |
# FITNESS LEVEL
|
|
|
|
| 124 |
st.subheader("π Fitness Level")
|
| 125 |
|
| 126 |
fitness_level = st.radio(
|
|
|
|
| 129 |
horizontal=True
|
| 130 |
)
|
| 131 |
|
|
|
|
| 132 |
# SUBMIT BUTTON
|
| 133 |
+
if st.button(" Submit Profile"):
|
|
|
|
| 134 |
|
| 135 |
if not name:
|
| 136 |
st.error("Please enter your name.")
|
|
|
|
| 142 |
st.error("Please select at least one equipment option.")
|
| 143 |
|
| 144 |
else:
|
| 145 |
+
st.success(" Profile Submitted Successfully!")
|
| 146 |
|
| 147 |
bmi_status = bmi_category(bmi)
|
| 148 |
equipment_list = ", ".join(equipment)
|
| 149 |
|
|
|
|
| 150 |
prompt = f"""
|
| 151 |
You are a certified professional fitness trainer.
|
| 152 |
|
|
|
|
| 165 |
"""
|
| 166 |
|
| 167 |
with st.spinner("Generating your AI workout plan..."):
|
| 168 |
+
|
| 169 |
inputs = tokenizer(prompt, return_tensors="pt", truncation=True)
|
| 170 |
|
| 171 |
+
outputs = model.generate(
|
| 172 |
+
**inputs,
|
| 173 |
+
max_new_tokens=300,
|
| 174 |
+
temperature=0.7,
|
| 175 |
+
do_sample=True
|
| 176 |
+
)
|
| 177 |
|
| 178 |
+
result = tokenizer.decode(outputs[0], skip_special_tokens=True).strip()
|
| 179 |
|
| 180 |
+
st.subheader(" Your Personalized Workout Plan")
|
| 181 |
+
st.write(result)
|