YashsharmaPhD commited on
Commit
55b8cf4
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1 Parent(s): 87933a4

Update app.py

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  1. app.py +103 -79
app.py CHANGED
@@ -1,3 +1,5 @@
 
 
1
  import pybullet as p
2
  import pybullet_data
3
  import numpy as np
@@ -15,7 +17,7 @@ robot = p.loadURDF("franka_panda/panda.urdf", basePosition=[0, 0, 0], useFixedBa
15
 
16
  # Add a cube to pick (black color)
17
  cube_id = p.loadURDF("cube_small.urdf", basePosition=[0.6, 0, 0.02])
18
- p.changeVisualShape(cube_id, -1, rgbaColor=[0, 0, 0, 1])
19
 
20
  # Get joint indices
21
  def get_panda_joints(robot):
@@ -32,47 +34,50 @@ def get_panda_joints(robot):
32
 
33
  arm_joints, finger_joints = get_panda_joints(robot)
34
 
35
- # Add 3D debug labels to joints
 
36
  def add_joint_labels():
37
- for i in range(len(arm_joints)):
38
- pos = p.getLinkState(robot, arm_joints[i])[0]
39
- p.addUserDebugText(f"J{i+1}", pos, textColorRGB=[1, 0, 0], textSize=1.2)
40
-
41
- # Render simulation view
 
 
 
 
 
 
 
42
  def render_sim(joint_values, gripper_val):
43
  for idx, tgt in zip(arm_joints, joint_values):
44
  p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=tgt)
45
  if len(finger_joints) == 2:
46
  for fj in finger_joints:
47
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=gripper_val)
48
-
49
  for _ in range(10): p.stepSimulation()
50
-
51
- width, height = 640, 640
52
- view_matrix = p.computeViewMatrix(cameraEyePosition=[1.5, 0, 1],
53
- cameraTargetPosition=[0, 0, 0.5],
54
- cameraUpVector=[0, 0, 1])
55
- proj_matrix = p.computeProjectionMatrixFOV(fov=60, aspect=1.0, nearVal=0.1, farVal=3.1)
56
  _, _, img, _, _ = p.getCameraImage(width, height, view_matrix, proj_matrix)
57
  rgb = np.reshape(img, (height, width, 4))[:, :, :3]
58
-
59
- fig, ax = plt.subplots(figsize=(4, 4))
60
  ax.imshow(rgb.astype(np.uint8))
61
  ax.axis("off")
62
  tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
63
- plt.savefig(tmp.name, bbox_inches='tight')
64
  plt.close()
65
-
66
  joint_text = "Joint Angles:\n" + "\n".join([f"J{i+1} = {v:.2f} rad" for i, v in enumerate(joint_values)])
67
  joint_text += f"\nGripper = {gripper_val:.3f} m"
68
  return tmp.name, joint_text
69
 
70
- # Move smoothly to given joint angles
71
  def move_to_input_angles(joint_str):
72
  try:
73
  target_angles = [float(x.strip()) for x in joint_str.split(",")]
74
  if len(target_angles) != 7:
75
- return None, "❌ Enter exactly 7 joint angles."
76
  current = [p.getJointState(robot, idx)[0] for idx in arm_joints]
77
  steps = 100
78
  for i in range(steps):
@@ -84,82 +89,101 @@ def move_to_input_angles(joint_str):
84
  current_grip = p.getJointState(robot, finger_joints[0])[0]
85
  return render_sim(target_angles, current_grip)
86
  except Exception as e:
87
- return None, f"Error: {str(e)}"
88
 
89
- # Pick and Place with validation
90
  def pick_and_place(position_str, approach_str, place_str):
91
  try:
92
- if not position_str or not approach_str or not place_str:
93
- return None, "❌ Fill in all three joint angle sets."
 
94
 
95
- position = [float(x) for x in position_str.split(",")]
96
- approach = [float(x) for x in approach_str.split(",")]
97
- place = [float(x) for x in place_str.split(",")]
98
 
99
- if not all(len(lst) == 7 for lst in [position, approach, place]):
100
- return None, "❌ Each input must have 7 values."
101
 
102
- move_to_input_angles(",".join(map(str, approach)))
103
-
104
- for _ in range(50):
105
  for fj in finger_joints:
106
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.0)
107
  p.stepSimulation()
108
  time.sleep(0.01)
109
 
110
- lifted = [x + 0.1 for x in approach]
111
- move_to_input_angles(",".join(map(str, lifted)))
 
 
 
 
 
 
112
 
113
- move_to_input_angles(",".join(map(str, place)))
 
114
 
115
- for _ in range(50):
 
116
  for fj in finger_joints:
117
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.04)
118
  p.stepSimulation()
119
  time.sleep(0.01)
120
 
121
- return render_sim(place, 0.04)
122
-
123
- except ValueError:
124
- return None, "❌ Invalid format. Use comma-separated numbers."
125
  except Exception as e:
126
- return None, f"Error: {str(e)}"
127
-
128
- # Gradio UI
129
- def build_ui():
130
- with gr.Blocks(title="Franka Pick & Place") as demo:
131
- gr.Markdown("## 🤖 Franka 7-DOF Pick & Place Arm")
132
-
133
- joint_sliders = [gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}") for i in range(7)]
134
- gripper_slider = gr.Slider(0.0, 0.04, value=0.02, step=0.001, label="Gripper Opening")
135
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
136
  img_output = gr.Image(type="filepath", label="Simulation View")
137
- text_output = gr.Textbox(label="Joint Info")
138
-
139
- def live_update(*vals):
140
- return render_sim(list(vals[:-1]), vals[-1])
141
-
142
- for s in joint_sliders + [gripper_slider]:
143
- s.change(fn=live_update, inputs=joint_sliders + [gripper_slider], outputs=[img_output, text_output])
144
-
145
- gr.Button("🔄 Reset").click(lambda: render_sim([0]*7, 0.02), outputs=[img_output, text_output])
146
-
147
- gr.Markdown("### 🎯 Move to Joint Angles")
148
- joint_input = gr.Textbox(label="Joint Angles (7 values)", placeholder="e.g. 0.1, -0.5, 0.3, -1.0, 0.0, 1.5, 0.8")
149
- gr.Button("▶️ Move").click(fn=move_to_input_angles, inputs=joint_input, outputs=[img_output, text_output])
150
-
151
- gr.Markdown("### 📦 Pick and Place")
152
- position_input = gr.Textbox(label="Position Angles (7 values)")
153
- approach_input = gr.Textbox(label="Approach Angles (7 values)")
154
- place_input = gr.Textbox(label="Place Angles (7 values)")
155
- gr.Button("🤖 Execute Pick & Place").click(
156
- fn=pick_and_place,
157
- inputs=[position_input, approach_input, place_input],
158
- outputs=[img_output, text_output]
159
- )
160
-
161
- return demo
162
-
163
- if __name__ == '__main__':
164
- demo = build_ui()
165
- demo.launch(debug=True)
 
 
1
+ # Full adapted pick-and-place demo with consistent style
2
+
3
  import pybullet as p
4
  import pybullet_data
5
  import numpy as np
 
17
 
18
  # Add a cube to pick (black color)
19
  cube_id = p.loadURDF("cube_small.urdf", basePosition=[0.6, 0, 0.02])
20
+ p.changeVisualShape(cube_id, -1, rgbaColor=[0, 0, 0, 1]) # black
21
 
22
  # Get joint indices
23
  def get_panda_joints(robot):
 
34
 
35
  arm_joints, finger_joints = get_panda_joints(robot)
36
 
37
+ # Add debug labels
38
+ debug_labels = []
39
  def add_joint_labels():
40
+ global debug_labels
41
+ for i in debug_labels:
42
+ p.removeUserDebugItem(i)
43
+ debug_labels.clear()
44
+ for idx in arm_joints:
45
+ link_state = p.getLinkState(robot, idx)
46
+ pos = link_state[0]
47
+ lbl = f"J{arm_joints.index(idx)+1}"
48
+ text_id = p.addUserDebugText(lbl, pos, textColorRGB=[1, 0, 0], textSize=1.2)
49
+ debug_labels.append(text_id)
50
+
51
+ # Render simulation image
52
  def render_sim(joint_values, gripper_val):
53
  for idx, tgt in zip(arm_joints, joint_values):
54
  p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=tgt)
55
  if len(finger_joints) == 2:
56
  for fj in finger_joints:
57
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=gripper_val)
 
58
  for _ in range(10): p.stepSimulation()
59
+ add_joint_labels()
60
+ width, height = 1280, 1280
61
+ view_matrix = p.computeViewMatrix([1.5, 0, 1], [0, 0, 0.5], [0, 0, 1])
62
+ proj_matrix = p.computeProjectionMatrixFOV(60, width / height, 0.1, 3.1)
 
 
63
  _, _, img, _, _ = p.getCameraImage(width, height, view_matrix, proj_matrix)
64
  rgb = np.reshape(img, (height, width, 4))[:, :, :3]
65
+ fig, ax = plt.subplots(figsize=(5, 5))
 
66
  ax.imshow(rgb.astype(np.uint8))
67
  ax.axis("off")
68
  tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
69
+ plt.savefig(tmp.name, bbox_inches='tight', dpi=200)
70
  plt.close()
 
71
  joint_text = "Joint Angles:\n" + "\n".join([f"J{i+1} = {v:.2f} rad" for i, v in enumerate(joint_values)])
72
  joint_text += f"\nGripper = {gripper_val:.3f} m"
73
  return tmp.name, joint_text
74
 
75
+ # Move robot to given angles smoothly
76
  def move_to_input_angles(joint_str):
77
  try:
78
  target_angles = [float(x.strip()) for x in joint_str.split(",")]
79
  if len(target_angles) != 7:
80
+ return None, "❌ Please enter exactly 7 joint angles."
81
  current = [p.getJointState(robot, idx)[0] for idx in arm_joints]
82
  steps = 100
83
  for i in range(steps):
 
89
  current_grip = p.getJointState(robot, finger_joints[0])[0]
90
  return render_sim(target_angles, current_grip)
91
  except Exception as e:
92
+ return None, f"Error: {str(e)}"
93
 
94
+ # Pick-and-place sequence
95
  def pick_and_place(position_str, approach_str, place_str):
96
  try:
97
+ position_angles = [float(x.strip()) for x in position_str.split(",")]
98
+ approach_angles = [float(x.strip()) for x in approach_str.split(",")]
99
+ place_angles = [float(x.strip()) for x in place_str.split(",")]
100
 
101
+ if len(position_angles) != 7 or len(approach_angles) != 7 or len(place_angles) != 7:
102
+ return None, "❌ All inputs must have 7 joint angles."
 
103
 
104
+ # Move to approach
105
+ move_to_input_angles(approach_str)
106
 
107
+ # Grasp
108
+ for _ in range(30):
 
109
  for fj in finger_joints:
110
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.0)
111
  p.stepSimulation()
112
  time.sleep(0.01)
113
 
114
+ # Lift slightly
115
+ lifted = [a + 0.1 for a in approach_angles]
116
+ for i in range(100):
117
+ blended = [(1 - i/100) * approach_angles[j] + (i/100) * lifted[j] for j in range(7)]
118
+ for idx, val in zip(arm_joints, blended):
119
+ p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=val)
120
+ p.stepSimulation()
121
+ time.sleep(0.01)
122
 
123
+ # Move to place
124
+ move_to_input_angles(place_str)
125
 
126
+ # Release
127
+ for _ in range(30):
128
  for fj in finger_joints:
129
  p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.04)
130
  p.stepSimulation()
131
  time.sleep(0.01)
132
 
133
+ return render_sim(place_angles, 0.04)
 
 
 
134
  except Exception as e:
135
+ return None, f"Error: {str(e)}"
136
+
137
+ # Gripper selection stub
138
+ def switch_gripper(gripper_type):
139
+ return f"Switched to: {gripper_type}"
140
+
141
+ # Gradio Interface
142
+ with gr.Blocks(title="Franka Arm Control with Pick and Place") as demo:
143
+ gr.Markdown("## 🤖 Franka 7-DOF Control")
144
+
145
+ gripper_selector = gr.Dropdown(["Two-Finger", "Suction"], value="Two-Finger", label="Select Gripper")
146
+ gripper_feedback = gr.Textbox(label="Gripper Status", interactive=False)
147
+ gripper_selector.change(fn=switch_gripper, inputs=gripper_selector, outputs=gripper_feedback)
148
+
149
+ joint_sliders = []
150
+ with gr.Row():
151
+ for i in range(4):
152
+ joint_sliders.append(gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}"))
153
+ with gr.Row():
154
+ for i in range(4, 7):
155
+ joint_sliders.append(gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}"))
156
+ gripper = gr.Slider(0.0, 0.04, value=0.02, step=0.001, label="Gripper")
157
+
158
+ with gr.Row():
159
  img_output = gr.Image(type="filepath", label="Simulation View")
160
+ text_output = gr.Textbox(label="Joint States")
161
+
162
+ def live_update(*vals):
163
+ joints = list(vals[:-1])
164
+ grip = vals[-1]
165
+ return render_sim(joints, grip)
166
+
167
+ for s in joint_sliders + [gripper]:
168
+ s.change(fn=live_update, inputs=joint_sliders + [gripper], outputs=[img_output, text_output])
169
+
170
+ gr.Button("🔄 Reset Robot").click(
171
+ fn=lambda: render_sim([0]*7, 0.02),
172
+ inputs=[], outputs=[img_output, text_output]
173
+ )
174
+
175
+ gr.Markdown("### 🧾 Enter Joint Angles (comma-separated)")
176
+ joint_input = gr.Textbox(label="Joint Angles (7 values)", placeholder="e.g. 0.0, -0.5, 0.3, -1.2, 0.0, 1.5, 0.8")
177
+ gr.Button("▶️ Move to Angles").click(fn=move_to_input_angles, inputs=joint_input, outputs=[img_output, text_output])
178
+
179
+ gr.Markdown("### 🧾 Pick and Place Input (3 sets of joint angles)")
180
+ position_input = gr.Textbox(label="Object Position Angles", placeholder="e.g. 0.1, -0.3, 0.2, -1.0, 0.0, 1.2, 0.5")
181
+ approach_input = gr.Textbox(label="Approach Angles", placeholder="e.g. 0.1, -0.5, 0.25, -1.2, 0.0, 1.3, 0.5")
182
+ place_input = gr.Textbox(label="Place Angles", placeholder="e.g. 0.3, -0.4, 0.15, -1.4, 0.0, 1.4, 0.4")
183
+ gr.Button("🤖 Perform Pick and Place").click(
184
+ fn=pick_and_place,
185
+ inputs=[position_input, approach_input, place_input],
186
+ outputs=[img_output, text_output]
187
+ )
188
+
189
+ demo.launch(debug=True)