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Update app.py
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app.py
CHANGED
@@ -1,7 +1,9 @@
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import streamlit as st
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from typing import List, Tuple
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from transformers import pipeline
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import matplotlib.pyplot as plt
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# Constants
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WIDTH, HEIGHT = 600, 600
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@@ -15,6 +17,10 @@ original_points = touch_points.copy()
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velocities: List[Tuple[float, float]] = [(0.0, 0.0)] * len(touch_points)
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is_affected: List[bool] = [False] * len(touch_points)
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# Set up the Hugging Face pipeline
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@st.cache_resource
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def load_model():
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text_generator = load_model()
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# Streamlit app
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st.title("Artificial Touch Simulation")
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# Create a Streamlit container for the touch simulation
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touch_container = st.container()
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@@ -49,7 +55,19 @@ def update_points():
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# Reset affected flags
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is_affected = [False] * len(touch_points)
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def
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global touch_points, velocities, is_affected
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for i, (tx, ty) in enumerate(touch_points):
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@@ -57,12 +75,17 @@ def on_tap(x, y):
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if distance < 30:
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force_x = (tx - x) / distance
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force_y = (ty - y) / distance
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velocities[i] = (velocities[i][0] - force_x * 10, velocities[i][1] - force_y * 10)
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is_affected[i] = True
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# Generate a description of the touch
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st.write(f"Touch at ({x:.2f}, {y:.2f})")
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st.write(text)
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update_points()
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@@ -72,6 +95,12 @@ if 'x' not in st.session_state:
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st.session_state.x = 0
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if 'y' not in st.session_state:
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st.session_state.y = 0
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# Main app logic
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fig, ax = plt.subplots(figsize=(6, 6))
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@@ -82,12 +111,29 @@ for i, (x, y) in enumerate(touch_points):
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color = "red" if is_affected[i] else "navy"
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ax.add_artist(plt.Circle((x, y), 5, color=color, alpha=0.5))
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touch_container.pyplot(fig)
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st.session_state.
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update_points()
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import streamlit as st
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import numpy as np
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from typing import List, Tuple
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from transformers import pipeline
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import matplotlib.pyplot as plt
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import time
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# Constants
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WIDTH, HEIGHT = 600, 600
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velocities: List[Tuple[float, float]] = [(0.0, 0.0)] * len(touch_points)
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is_affected: List[bool] = [False] * len(touch_points)
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# Create pain and pleasure points
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pain_points = [(100, 100), (500, 500)]
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pleasure_points = [(300, 300), (200, 400)]
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# Set up the Hugging Face pipeline
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@st.cache_resource
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def load_model():
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text_generator = load_model()
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# Streamlit app
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st.title("Advanced Artificial Touch Simulation")
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# Create a Streamlit container for the touch simulation
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touch_container = st.container()
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# Reset affected flags
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is_affected = [False] * len(touch_points)
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def calculate_sensation(x, y, pressure, duration):
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sensation = 0
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for px, py in pain_points:
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distance = np.sqrt((x - px)**2 + (y - py)**2)
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if distance < 50:
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sensation -= (50 - distance) * pressure * (duration ** 1.5) / 50
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for px, py in pleasure_points:
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distance = np.sqrt((x - px)**2 + (y - py)**2)
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if distance < 50:
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sensation += (50 - distance) * pressure / 50
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return sensation
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def on_tap(x, y, pressure, duration):
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global touch_points, velocities, is_affected
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for i, (tx, ty) in enumerate(touch_points):
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if distance < 30:
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force_x = (tx - x) / distance
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force_y = (ty - y) / distance
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velocities[i] = (velocities[i][0] - force_x * 10 * pressure, velocities[i][1] - force_y * 10 * pressure)
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is_affected[i] = True
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sensation = calculate_sensation(x, y, pressure, duration)
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# Generate a description of the touch
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st.write(f"Touch at ({x:.2f}, {y:.2f}) with pressure {pressure:.2f} for {duration:.2f} seconds")
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st.write(f"Sensation: {sensation:.2f}")
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prompt = f"The user touched the screen at ({x:.2f}, {y:.2f}) with a pressure of {pressure:.2f} for {duration:.2f} seconds, resulting in a sensation of {sensation:.2f}. Describe the experience:"
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text = text_generator(prompt, max_length=100, num_return_sequences=1, do_sample=True, top_k=50, top_p=0.95, num_beams=1)[0]['generated_text']
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st.write(text)
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update_points()
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st.session_state.x = 0
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if 'y' not in st.session_state:
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st.session_state.y = 0
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if 'pressure' not in st.session_state:
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st.session_state.pressure = 1.0
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if 'duration' not in st.session_state:
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st.session_state.duration = 0.0
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if 'touch_start_time' not in st.session_state:
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st.session_state.touch_start_time = None
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# Main app logic
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fig, ax = plt.subplots(figsize=(6, 6))
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color = "red" if is_affected[i] else "navy"
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ax.add_artist(plt.Circle((x, y), 5, color=color, alpha=0.5))
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for x, y in pain_points:
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ax.add_artist(plt.Circle((x, y), 10, color="red", alpha=0.3))
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for x, y in pleasure_points:
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ax.add_artist(plt.Circle((x, y), 10, color="green", alpha=0.3))
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touch_container.pyplot(fig)
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col1, col2 = st.columns(2)
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with col1:
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st.session_state.x = st.slider("X coordinate", 0, WIDTH, st.session_state.x)
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st.session_state.y = st.slider("Y coordinate", 0, HEIGHT, st.session_state.y)
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with col2:
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st.session_state.pressure = st.slider("Pressure", 0.1, 2.0, st.session_state.pressure)
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if touch_container.button("Start Touch"):
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st.session_state.touch_start_time = time.time()
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if touch_container.button("End Touch"):
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if st.session_state.touch_start_time is not None:
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st.session_state.duration = time.time() - st.session_state.touch_start_time
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on_tap(st.session_state.x, st.session_state.y, st.session_state.pressure, st.session_state.duration)
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st.session_state.touch_start_time = None
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st.session_state.duration = 0.0
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update_points()
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