instance_detections2D
- Ngôn ngữ chính
- C#
- Star
- 1.8k
- Fork
- 296
- Chỉ số merge pull request
- Không có pull request nào được merge trong 30 ngày
Mô tả
Hi AI2THOR team,
I want to obtain the 2D detection bounding boxes of visible objects from **event.instance_detections2D**. I followed the ai2thor tutorial to set up a demo, but I found that there is only an attribute named **instance_masks** in **event.instance_detections2D** and there is no information about detection bounding boxes.
Here is my code:
from ai2thor.controller import Controller
controller = Controller(
agentMode="default",
visibilityDistance=1.5,
scene="FloorPlan212",
gridSize=0.25,
snapToGrid=True,
rotateStepDegrees=90,
renderDepthImage=False,
renderInstanceSegmentation=True,
renderObjectImage=True,
width=300,
height=300,
fieldOfView=90
)
event = controller.step(action="RotateLeft")
print(event.instance_detections2D.__dict__)
print(event.instance_detections2D.instance_masks.__dict__)
print("\n")
event = controller.step(action="RotateLeft")
print(event.instance_detections2D.__dict__)
print(event.instance_detections2D.instance_masks.__dict__)
print("\n")
event = controller.step(action="RotateLeft")
print(event.instance_detections2D.__dict__)
print(event.instance_detections2D.instance_masks.__dict__)
print("\n")
event = controller.step(action="RotateLeft")
print(event.instance_detections2D.__dict__)
print(event.instance_detections2D.instance_masks.__dict__)
print("\n")
I have tried many steps with different actions, but I still can not find any information about 2D detection boxes in **event.instance_detections2D**.
Here is the print information:
{'instance_masks': , '_detections2d': {}}
{'_masks': {}, '_loaded': False, '_unique_integer_keys': None, '_empty_mask': None, 'instance_segmentation_frame_uint32': array([[4290875010, 4290875010, 4290875010, ..., 4290875010, 4290875010,
4290875010],
[4290875010, 4290875010, 4290875010, ..., 4290875010, 4290875010,
4290875010],
[4290875010, 4290875010, 4290875010, ..., 4290875010, 4290875010,
4290875010],
...,
[4284752823, 4284752823, 4284752823, ..., 4281420172, 4281420172,
4281420172],
[4284752823, 4284752823, 4284752823, ..., 4281420172, 4281420172,
4281420172],
[4284752823, 4284752823, 4284752823, ..., 4281420172, 4281420172,
4281420172]], dtype=uint32), '_alpha_channel_value': 255, 'instance_colors': {'Window|+00.02|+02.07|+02.49': [116, 71, 187], 'Window|+01.57|+02.07|+02.49': [212, 67, 47], 'Wall|-1|0|-1.05': [130, 142, 193], 'FP212:StandardDoorFrame1 1|-1.45|0|1.2': [211, 123, 84], 'FP212:StandardDoorFrame1 |-4.25|0|-0.75': [222, 187, 121], 'FP212:StandardDoorFrame1|-1.85|0|-1.45': [158, 12, 253], 'FP212:StandardKnob1 1|-1.45|0|1.2': [244, 121, 100], 'FP212:StandardDoor1 1|-1.45|1|0.775': [147, 159, 70], 'FP212:StandardKnob1 |-4.25|0|-0.75': [91, 85, 186], 'FP212:StandardDoor1 |-4.25|1|-1.175': [30, 25, 50], 'FP212:StandardKnob1|-1.85|0|-1.45': [131, 46, 179], 'FP212:StandardDoor1|-1.425|1|-1.45': [111, 225, 149], 'FP212:LightFixture1 5|0.008|3.6|-0.436': [41, 40, 77], 'FP212:LightFixture1 4|1.008|3.6|-0.436': [74, 169, 46], 'FP212:LightFixture1 3|2.008|3.6|-0.436': [213, 47, 127], 'FP212:LightFixture1 2|2.481|3.6|-0.436': [75, 26, 228], 'FP212:LightFixture1 1|1.481|3.6|-0.436': [165, 20, 37], 'FP212:LightFixture1 |0.481|3.6|-0.436': [18, 224, 254], 'Ceiling|0|3.8|0': [71, 243, 117], 'FP212:Fireplace|0|0|0': [17, 237, 232], 'Floor|+00.00|+00.00|+00.00': [88, 131, 103], 'Painting|+04.07|+01.95|+00.85': [172, 246, 191], 'Television|+01.90|+01.28|-00.84': [219, 211, 179], 'Laptop|+01.80|+00.47|+00.50': [62, 216, 95], 'FloorLamp|+03.61|+00.00|+02.16': [141, 119, 166], 'TissueBox|+03.92|+00.87|+00.68': [184, 67, 215], 'LightSwitch|-01.40|+01.29|+01.84': [194, 176, 88], 'RemoteControl|+01.88|+00.33|+01.73': [165, 165, 22], 'HousePlant|+00.39|+00.80|-00.73': [195, 50, 9], 'Newspaper|+02.15|+00.41|-00.72': [254, 186, 161], 'Boots|+04.00|+00.00|+01.70': [225, 185, 33], 'WateringCan|+01.62|+00.02|-00.70': [111, 91, 236], 'KeyChain|+01.50|+00.47|+00.53': [208, 10, 20], 'CreditCard|+01.41|+00.47|+00.65': [60, 92, 152], 'Pen|+03.93|+00.87|+01.04': [210, 232, 241], 'GarbageCan|+03.83|-00.03|-00.50': [145, 121, 57], 'Pencil|+03.89|+00.87|+01.18': [27, 124, 5], 'Pillow|+00.65|+00.39|+01.71': [80, 74, 115], 'ArmChair|+02.66|+00.00|+01.86': [222, 236, 138], 'CoffeeTable|+01.59|00.00|+00.45': [105, 204, 158], 'Statue|-00.54|+00.40|-00.69': [154, 183, 247], 'Statue|-00.09|+00.03|-00.70': [202, 142, 60], 'TVStand|-00.29|00.00|-00.77': [140, 73, 49], 'Shelf|+01.91|+00.20|-00.73': [186, 61, 199], 'Shelf|+01.91|+00.59|-00.73': [68, 73, 158], 'Shelf|-00.29|+00.59|-00.73': [193, 106, 55], 'TVStand|+01.90|00.00|-00.77': [183, 35, 100], 'Shelf|-00.29|+00.20|-00.73': [88, 120, 178], 'ArmChair|-00.27|+00.00|+01.87': [150, 118, 31], 'Box|-00.47|+01.04|-00.71': [52, 209, 176], 'Sofa|+01.19|+00.01|+01.87': [173, 247, 203], 'Drawer|+03.88|+00.77|+00.86': [2, 114, 123], 'SideTable|+03.95|+00.00|+00.86': [242, 161, 247]}, 'class_colors': {'Window': [[116, 71, 187], [200, 150, 134], [212, 67, 47]], 'Wall': [[130, 142, 193], [148, 232, 164]], 'FP212:StandardDoorFrame1 1': [[211, 123, 84]], 'Door': [[244, 78, 20]], 'FP212:StandardDoorFrame1 ': [[222, 187, 121]], 'FP212:StandardDoorFrame1': [[158, 12, 253]], 'FP212:StandardKnob1 1': [[244, 121, 100]], 'FP212:StandardDoor1 1': [[147, 159, 70]], 'FP212:StandardKnob1 ': [[91, 85, 186]], 'FP212:StandardDoor1 ': [[30, 25, 50]], 'FP212:StandardKnob1': [[131, 46, 179]], 'FP212:StandardDoor1': [[111, 225, 149]], 'FP212:LightFixture1 5': [[41, 40, 77]], 'CeilingLight': [[230, 113, 120]], 'FP212:LightFixture1 4': [[74, 169, 46]], 'FP212:LightFixture1 3': [[213, 47, 127]], 'FP212:LightFixture1 2': [[75, 26, 228]], 'FP212:LightFixture1 1': [[165, 20, 37]], 'FP212:LightFixture1 ': [[18, 224, 254]], 'Ceiling': [[71, 243, 117], [50, 55, 251]], 'FP212:Fireplace': [[17, 237, 232]], 'FirePlace': [[250, 76, 248]], 'Floor': [[88, 131, 103], [243, 246, 208]], 'Painting': [[172, 246, 191], [40, 117, 236]], 'Television': [[219, 211, 179], [27, 245, 217]], 'Laptop': [[62, 216, 95], [20, 107, 222]], 'FloorLamp': [[141, 119, 166], [253, 73, 35]], 'TissueBox': [[184, 67, 215], [98, 43, 249]], 'LightSwitch': [[194, 176, 88], [11, 51, 121]], 'RemoteControl': [[165, 165, 22], [187, 19, 208]], 'HousePlant': [[195, 50, 9], [73, 144, 213]], 'TheHand': [[146, 100, 153]], 'Newspaper': [[254, 186, 161], [19, 196, 2]], 'Boots': [[225, 185, 33], [121, 126, 101]], 'WateringCan': [[111, 91, 236], [147, 67, 249]], 'KeyChain': [[208, 10, 20], [27, 54, 18]], 'CreditCard': [[60, 92, 152], [56, 235, 12]], 'Pen': [[210, 232, 241], [239, 130, 152]], 'GarbageCan': [[145, 121, 57], [225, 40, 55]], 'Pencil': [[27, 124, 5], [177, 226, 23]], 'Pillow': [[80, 74, 115], [217, 193, 130]], 'agent_neck_1': [[16, 24, 176]], 'agent_body_1 (shadows)': [[233, 94, 109]], 'agent_collarbone_1 (shadows)': [[222, 46, 143]], 'agent_head_1 (shadows)': [[39, 201, 198]], 'stretch_robot_base_code': [[22, 130, 39]], 'ArmChair': [[222, 236, 138], [96, 52, 68], [150, 118, 31]], 'agent_head_1': [[122, 92, 42]], 'stretch_robot_laser': [[7, 65, 186]], 'stretch_robot_mast': [[150, 75, 198]], 'stretch_robot_head_1': [[217, 90, 117]], 'agent_neck_3': [[60, 83, 243]], 'robot_tilt_link_n (shadows)': [[25, 193, 224]], 'CoffeeTable': [[105, 204, 158], [18, 14, 75]], 'agent_head_2 (shadows)': [[96, 154, 25]], 'stretch_robot_head_3 (shadows)': [[223, 182, 152]], 'Statue': [[154, 183, 247], [243, 75, 41], [202, 142, 60]], 'agent_collarbone_2': [[233, 207, 130]], 'agent_neck_2 (shadows)': [[229, 81, 183]], 'agent_head_2': [[209, 89, 45]], 'stretch_robot_head_2': [[234, 200, 134]], 'agent_neck_3 (shadows)': [[76, 55, 128]], 'stretch_robot_omniwheel': [[31, 254, 187]], 'robot_elbow_link': [[101, 147, 231]], 'robot_camera_link_n': [[139, 142, 98]], 'robot_finger_r': [[19, 64, 240]], 'robot_finger_l': [[216, 72, 223]], 'robot_ar_tag': [[57, 112, 32]], 'robot_cam_mount_n': [[219, 204, 228]], 'robot_battery_n': [[4, 101, 154]], 'robot_plate': [[89, 60, 102]], 'robot_main_wheel_r_n': [[30, 143, 133]], 'robot_shoulder_link': [[76, 25, 229]], 'robot_roll_link_n': [[69, 33, 38]], 'robot_gripper_link': [[31, 177, 195]], 'robot_forearm_link': [[163, 79, 72]], 'robot_main_wheel_l_n': [[62, 33, 100]], 'robot_main_body': [[22, 91, 128]], 'robot_wrist_link': [[26, 108, 12]], 'robot_tilt_link_n': [[224, 90, 45]], 'agent_collarbone_2 (shadows)': [[1, 149, 227]], 'TVStand': [[140, 73, 49], [94, 234, 136], [183, 35, 100]], 'Shelf': [[186, 61, 199], [39, 54, 158], [68, 73, 158], [193, 106, 55], [88, 120, 178]], 'stretch_robot_head_2 (shadows)': [[59, 159, 89]], 'stretch_robot_wheel_r': [[225, 234, 123]], 'agent_collarbone_3': [[77, 220, 150]], 'stretch_robot_wheel_l': [[141, 244, 80]], 'agent_collarbone_3 (shadows)': [[244, 32, 83]], 'agent_neck_1 (shadows)': [[153, 228, 139]], 'Box': [[52, 209, 176], [60, 252, 230]], 'agent_body_1': [[244, 3, 18]], 'stretch_robot_base': [[228, 20, 44]], 'robot_roll_link_n (shadows)': [[89, 184, 7]], 'agent_neck_2': [[189, 103, 136]], 'agent_collarbone_1': [[74, 214, 33]], 'Sofa': [[173, 247, 203], [82, 143, 39]], 'stretch_robot_head_3': [[22, 163, 224]], 'Drawer': [[2, 114, 123], [155, 30, 210]], 'SideTable': [[242, 161, 247], [202, 45, 114]], 'robot_camera_link_n (shadows)': [[210, 68, 193]]}}
{'instance_masks': , '_detections2d': {}}
{'_masks': {}, '_loaded': False, '_unique_integer_keys': None, '_empty_mask': None, 'instance_segmentation_frame_uint32': array([[4285920071, 4285920071, 4285920071, ..., 4290875010, 4290875010,
4290875010],
[4285920071, 4285920071, 4285920071, ..., 4290875010, 4290875010,
4290875010],
[4285920071, 4285920071, 4285920071, ..., 4290875010, 4290875010,
4290875010],
...,
[4287294686, 4287294686, 4287294686, ..., 4289975259, 4289975259,
4289975259],
[4287294686, 4287294686, 4287294686, ..., 4284752823, 4284752823,
4284752823],
[4287294686, 4287294686, 4287294686, ..., 4284752823, 4284752823,
4284752823]], dtype=uint32), '_alpha_channel_value': 255, 'instance_colors': {'Window|+00.02|+02.07|+02.49': [116, 71, 187], 'Window|+01.57|+02.07|+02.49': [212, 67, 47], 'Wall|-1|0|-1.05': [130, 142, 193], 'FP212:StandardDoorFrame1 1|-1.45|0|1.2': [211, 123, 84], 'FP212:StandardDoorFrame1 |-4.25|0|-0.75': [222, 187, 121], 'FP212:StandardDoorFrame1|-1.85|0|-1.45': [158, 12, 253], 'FP212:StandardKnob1 1|-1.45|0|1.2': [244, 121, 100], 'FP212:StandardDoor1 1|-1.45|1|0.775': [147, 159, 70], 'FP212:StandardKnob1 |-4.25|0|-0.75': [91, 85, 186], 'FP212:StandardDoor1 |-4.25|1|-1.175': [30, 25, 50], 'FP212:StandardKnob1|-1.85|0|-1.45': [131, 46, 179], 'FP212:StandardDoor1|-1.425|1|-1.45': [111, 225, 149], 'FP212:LightFixture1 5|0.008|3.6|-0.436': [41, 40, 77], 'FP212:LightFixture1 4|1.008|3.6|-0.436': [74, 169, 46], 'FP212:LightFixture1 3|2.008|3.6|-0.436': [213, 47, 127], 'FP212:LightFixture1 2|2.481|3.6|-0.436': [75, 26, 228], 'FP212:LightFixture1 1|1.481|3.6|-0.436': [165, 20, 37], 'FP212:LightFixture1 |0.481|3.6|-0.436': [18, 224, 254], 'Ceiling|0|3.8|0': [71, 243, 117], 'FP212:Fireplace|0|0|0': [17, 237, 232], 'Floor|+00.00|+00.00|+00.00': [88, 131, 103], 'Painting|+04.07|+01.95|+00.85': [172, 246, 191], 'Television|+01.90|+01.28|-00.84': [219, 211, 179], 'Laptop|+01.80|+00.47|+00.50': [62, 216, 95], 'FloorLamp|+03.61|+00.00|+02.16': [141, 119, 166], 'TissueBox|+03.92|+00.87|+00.68': [184, 67, 215], 'LightSwitch|-01.40|+01.29|+01.84': [194, 176, 88], 'RemoteControl|+01.88|+00.33|+01.73': [165, 165, 22], 'HousePlant|+00.39|+00.80|-00.73': [195, 50, 9], 'Newspaper|+02.15|+00.41|-00.72': [254, 186, 161], 'Boots|+04.00|+00.00|+01.70': [225, 185, 33], 'WateringCan|+01.62|+00.02|-00.70': [111, 91, 236], 'KeyChain|+01.50|+00.47|+00.53': [208, 10, 20], 'CreditCard|+01.41|+00.47|+00.65': [60, 92, 152], 'Pen|+03.93|+00.87|+01.04': [210, 232, 241], 'GarbageCan|+03.83|-00.03|-00.50': [145, 121, 57], 'Pencil|+03.89|+00.87|+01.18': [27, 124, 5], 'Pillow|+00.65|+00.39|+01.71': [80, 74, 115], 'ArmChair|+02.66|+00.00|+01.86': [222, 236, 138], 'CoffeeTable|+01.59|00.00|+00.45': [105, 204, 158], 'Statue|-00.54|+00.40|-00.69': [154, 183, 247], 'Statue|-00.09|+00.03|-00.70': [202, 142, 60], 'TVStand|-00.29|00.00|-00.77': [140, 73, 49], 'Shelf|+01.91|+00.20|-00.73': [186, 61, 199], 'Shelf|+01.91|+00.59|-00.73': [68, 73, 158], 'Shelf|-00.29|+00.59|-00.73': [193, 106, 55], 'TVStand|+01.90|00.00|-00.77': [183, 35, 100], 'Shelf|-00.29|+00.20|-00.73': [88, 120, 178], 'ArmChair|-00.27|+00.00|+01.87': [150, 118, 31], 'Box|-00.47|+01.04|-00.71': [52, 209, 176], 'Sofa|+01.19|+00.01|+01.87': [173, 247, 203], 'Drawer|+03.88|+00.77|+00.86': [2, 114, 123], 'SideTable|+03.95|+00.00|+00.86': [242, 161, 247]}, 'class_colors': {'Window': [[116, 71, 187], [200, 150, 134], [212, 67, 47]], 'Wall': [[130, 142, 193], [148, 232, 164]], 'FP212:StandardDoorFrame1 1': [[211, 123, 84]], 'Door': [[244, 78, 20]], 'FP212:StandardDoorFrame1 ': [[222, 187, 121]], 'FP212:StandardDoorFrame1': [[158, 12, 253]], 'FP212:StandardKnob1 1': [[244, 121, 100]], 'FP212:StandardDoor1 1': [[147, 159, 70]], 'FP212:StandardKnob1 ': [[91, 85, 186]], 'FP212:StandardDoor1 ': [[30, 25, 50]], 'FP212:StandardKnob1': [[131, 46, 179]], 'FP212:StandardDoor1': [[111, 225, 149]], 'FP212:LightFixture1 5': [[41, 40, 77]], 'CeilingLight': [[230, 113, 120]], 'FP212:LightFixture1 4': [[74, 169, 46]], 'FP212:LightFixture1 3': [[213, 47, 127]], 'FP212:LightFixture1 2': [[75, 26, 228]], 'FP212:LightFixture1 1': [[165, 20, 37]], 'FP212:LightFixture1 ': [[18, 224, 254]], 'Ceiling': [[71, 243, 117], [50, 55, 251]], 'FP212:Fireplace': [[17, 237, 232]], 'FirePlace': [[250, 76, 248]], 'Floor': [[88, 131, 103], [243, 246, 208]], 'Painting': [[172, 246, 191], [40, 117, 236]], 'Television': [[219, 211, 179], [27, 245, 217]], 'Laptop': [[62, 216, 95], [20, 107, 222]], 'FloorLamp': [[141, 119, 166], [253, 73, 35]], 'TissueBox': [[184, 67, 215], [98, 43, 249]], 'LightSwitch': [[194, 176, 88], [11, 51, 121]], 'RemoteControl': [[165, 165, 22], [187, 19, 208]], 'HousePlant': [[195, 50, 9], [73, 144, 213]], 'TheHand': [[146, 100, 153]], 'Newspaper': [[254, 186, 161], [19, 196, 2]], 'Boots': [[225, 185, 33], [121, 126, 101]], 'WateringCan': [[111, 91, 236], [147, 67, 249]], 'KeyChain': [[208, 10, 20], [27, 54, 18]], 'CreditCard': [[60, 92, 152], [56, 235, 12]], 'Pen': [[210, 232, 241], [239, 130, 152]], 'GarbageCan': [[145, 121, 57], [225, 40, 55]], 'Pencil': [[27, 124, 5], [177, 226, 23]], 'Pillow': [[80, 74, 115], [217, 193, 130]], 'agent_neck_1': [[16, 24, 176]], 'agent_body_1 (shadows)': [[233, 94, 109]], 'agent_collarbone_1 (shadows)': [[222, 46, 143]], 'agent_head_1 (shadows)': [[39, 201, 198]], 'stretch_robot_base_code': [[22, 130, 39]], 'ArmChair': [[222, 236, 138], [96, 52, 68], [150, 118, 31]], 'agent_head_1': [[122, 92, 42]], 'stretch_robot_laser': [[7, 65, 186]], 'stretch_robot_mast': [[150, 75, 198]], 'stretch_robot_head_1': [[217, 90, 117]], 'agent_neck_3': [[60, 83, 243]], 'robot_tilt_link_n (shadows)': [[25, 193, 224]], 'CoffeeTable': [[105, 204, 158], [18, 14, 75]], 'agent_head_2 (shadows)': [[96, 154, 25]], 'stretch_robot_head_3 (shadows)': [[223, 182, 152]], 'Statue': [[154, 183, 247], [243, 75, 41], [202, 142, 60]], 'agent_collarbone_2': [[233, 207, 130]], 'agent_neck_2 (shadows)': [[229, 81, 183]], 'agent_head_2': [[209, 89, 45]], 'stretch_robot_head_2': [[234, 200, 134]], 'agent_neck_3 (shadows)': [[76, 55, 128]], 'stretch_robot_omniwheel': [[31, 254, 187]], 'robot_elbow_link': [[101, 147, 231]], 'robot_camera_link_n': [[139, 142, 98]], 'robot_finger_r': [[19, 64, 240]], 'robot_finger_l': [[216, 72, 223]], 'robot_ar_tag': [[57, 112, 32]], 'robot_cam_mount_n': [[219, 204, 228]], 'robot_battery_n': [[4, 101, 154]], 'robot_plate': [[89, 60, 102]], 'robot_main_wheel_r_n': [[30, 143, 133]], 'robot_shoulder_link': [[76, 25, 229]], 'robot_roll_link_n': [[69, 33, 38]], 'robot_gripper_link': [[31, 177, 195]], 'robot_forearm_link': [[163, 79, 72]], 'robot_main_wheel_l_n': [[62, 33, 100]], 'robot_main_body': [[22, 91, 128]], 'robot_wrist_link': [[26, 108, 12]], 'robot_tilt_link_n': [[224, 90, 45]], 'agent_collarbone_2 (shadows)': [[1, 149, 227]], 'TVStand': [[140, 73, 49], [94, 234, 136], [183, 35, 100]], 'Shelf': [[186, 61, 199], [39, 54, 158], [68, 73, 158], [193, 106, 55], [88, 120, 178]], 'stretch_robot_head_2 (shadows)': [[59, 159, 89]], 'stretch_robot_wheel_r': [[225, 234, 123]], 'agent_collarbone_3': [[77, 220, 150]], 'stretch_robot_wheel_l': [[141, 244, 80]], 'agent_collarbone_3 (shadows)': [[244, 32, 83]], 'agent_neck_1 (shadows)': [[153, 228, 139]], 'Box': [[52, 209, 176], [60, 252, 230]], 'agent_body_1': [[244, 3, 18]], 'stretch_robot_base': [[228, 20, 44]], 'robot_roll_link_n (shadows)': [[89, 184, 7]], 'agent_neck_2': [[189, 103, 136]], 'agent_collarbone_1': [[74, 214, 33]], 'Sofa': [[173, 247, 203], [82, 143, 39]], 'stretch_robot_head_3': [[22, 163, 224]], 'Drawer': [[2, 114, 123], [155, 30, 210]], 'SideTable': [[242, 161, 247], [202, 45, 114]], 'robot_camera_link_n (shadows)': [[210, 68, 193]]}}
{'instance_masks': , '_detections2d': {}}
{'_masks': {}, '_loaded': False, '_unique_integer_keys': None, '_empty_mask': None, 'instance_segmentation_frame_uint32': array([[4285920071, 4285920071, 4285920071, ..., 4285920071, 4285920071,
4285920071],
[4285920071, 4285920071, 4285920071, ..., 4285920071, 4285920071,
4285920071],
[4285920071, 4285920071, 4285920071, ..., 4285920071, 4285920071,
4285920071],
...,
[4280252054, 4280252054, 4280252054, ..., 4291557293, 4287294686,
4287294686],
[4280252054, 4280252054, 4280252054, ..., 4291557293, 4287294686,
4287294686],
[4280252054, 4280252054, 4280252054, ..., 4291557293, 4287294686,
4287294686]], dtype=uint32), '_alpha_channel_value': 255, 'instance_colors': {'Window|+00.02|+02.07|+02.49': [116, 71, 187], 'Window|+01.57|+02.07|+02.49': [212, 67, 47], 'Wall|-1|0|-1.05': [130, 142, 193], 'FP212:StandardDoorFrame1 1|-1.45|0|1.2': [211, 123, 84], 'FP212:StandardDoorFrame1 |-4.25|0|-0.75': [222, 187, 121], 'FP212:StandardDoorFrame1|-1.85|0|-1.45': [158, 12, 253], 'FP212:StandardKnob1 1|-1.45|0|1.2': [244, 121, 100], 'FP212:StandardDoor1 1|-1.45|1|0.775': [147, 159, 70], 'FP212:StandardKnob1 |-4.25|0|-0.75': [91, 85, 186], 'FP212:StandardDoor1 |-4.25|1|-1.175': [30, 25, 50], 'FP212:StandardKnob1|-1.85|0|-1.45': [131, 46, 179], 'FP212:StandardDoor1|-1.425|1|-1.45': [111, 225, 149], 'FP212:LightFixture1 5|0.008|3.6|-0.436': [41, 40, 77], 'FP212:LightFixture1 4|1.008|3.6|-0.436': [74, 169, 46], 'FP212:LightFixture1 3|2.008|3.6|-0.436': [213, 47, 127], 'FP212:LightFixture1 2|2.481|3.6|-0.436': [75, 26, 228], 'FP212:LightFixture1 1|1.481|3.6|-0.436': [165, 20, 37], 'FP212:LightFixture1 |0.481|3.6|-0.436': [18, 224, 254], 'Ceiling|0|3.8|0': [71, 243, 117], 'FP212:Fireplace|0|0|0': [17, 237, 232], 'Floor|+00.00|+00.00|+00.00': [88, 131, 103], 'Painting|+04.07|+01.95|+00.85': [172, 246, 191], 'Television|+01.90|+01.28|-00.84': [219, 211, 179], 'Laptop|+01.80|+00.47|+00.50': [62, 216, 95], 'FloorLamp|+03.61|+00.00|+02.16': [141, 119, 166], 'TissueBox|+03.92|+00.87|+00.68': [184, 67, 215], 'LightSwitch|-01.40|+01.29|+01.84': [194, 176, 88], 'RemoteControl|+01.88|+00.33|+01.73': [165, 165, 22], 'HousePlant|+00.39|+00.80|-00.73': [195, 50, 9], 'Newspaper|+02.15|+00.41|-00.72': [254, 186, 161], 'Boots|+04.00|+00.00|+01.70': [225, 185, 33], 'WateringCan|+01.62|+00.02|-00.70': [111, 91, 236], 'KeyChain|+01.50|+00.47|+00.53': [208, 10, 20], 'CreditCard|+01.41|+00.47|+00.65': [60, 92, 152], 'Pen|+03.93|+00.87|+01.04': [210, 232, 241], 'GarbageCan|+03.83|-00.03|-00.50': [145, 121, 57], 'Pencil|+03.89|+00.87|+01.18': [27, 124, 5], 'Pillow|+00.65|+00.39|+01.71': [80, 74, 115], 'ArmChair|+02.66|+00.00|+01.86': [222, 236, 138], 'CoffeeTable|+01.59|00.00|+00.45': [105, 204, 158], 'Statue|-00.54|+00.40|-00.69': [154, 183, 247], 'Statue|-00.09|+00.03|-00.70': [202, 142, 60], 'TVStand|-00.29|00.00|-00.77': [140, 73, 49], 'Shelf|+01.91|+00.20|-00.73': [186, 61, 199], 'Shelf|+01.91|+00.59|-00.73': [68, 73, 158], 'Shelf|-00.29|+00.59|-00.73': [193, 106, 55], 'TVStand|+01.90|00.00|-00.77': [183, 35, 100], 'Shelf|-00.29|+00.20|-00.73': [88, 120, 178], 'ArmChair|-00.27|+00.00|+01.87': [150, 118, 31], 'Box|-00.47|+01.04|-00.71': [52, 209, 176], 'Sofa|+01.19|+00.01|+01.87': [173, 247, 203], 'Drawer|+03.88|+00.77|+00.86': [2, 114, 123], 'SideTable|+03.95|+00.00|+00.86': [242, 161, 247]}, 'class_colors': {'Window': [[116, 71, 187], [200, 150, 134], [212, 67, 47]], 'Wall': [[130, 142, 193], [148, 232, 164]], 'FP212:StandardDoorFrame1 1': [[211, 123, 84]], 'Door': [[244, 78, 20]], 'FP212:StandardDoorFrame1 ': [[222, 187, 121]], 'FP212:StandardDoorFrame1': [[158, 12, 253]], 'FP212:StandardKnob1 1': [[244, 121, 100]], 'FP212:StandardDoor1 1': [[147, 159, 70]], 'FP212:StandardKnob1 ': [[91, 85, 186]], 'FP212:StandardDoor1 ': [[30, 25, 50]], 'FP212:StandardKnob1': [[131, 46, 179]], 'FP212:StandardDoor1': [[111, 225, 149]], 'FP212:LightFixture1 5': [[41, 40, 77]], 'CeilingLight': [[230, 113, 120]], 'FP212:LightFixture1 4': [[74, 169, 46]], 'FP212:LightFixture1 3': [[213, 47, 127]], 'FP212:LightFixture1 2': [[75, 26, 228]], 'FP212:LightFixture1 1': [[165, 20, 37]], 'FP212:LightFixture1 ': [[18, 224, 254]], 'Ceiling': [[71, 243, 117], [50, 55, 251]], 'FP212:Fireplace': [[17, 237, 232]], 'FirePlace': [[250, 76, 248]], 'Floor': [[88, 131, 103], [243, 246, 208]], 'Painting': [[172, 246, 191], [40, 117, 236]], 'Television': [[219, 211, 179], [27, 245, 217]], 'Laptop': [[62, 216, 95], [20, 107, 222]], 'FloorLamp': [[141, 119, 166], [253, 73, 35]], 'TissueBox': [[184, 67, 215], [98, 43, 249]], 'LightSwitch': [[194, 176, 88], [11, 51, 121]], 'RemoteControl': [[165, 165, 22], [187, 19, 208]], 'HousePlant': [[195, 50, 9], [73, 144, 213]], 'TheHand': [[146, 100, 153]], 'Newspaper': [[254, 186, 161], [19, 196, 2]], 'Boots': [[225, 185, 33], [121, 126, 101]], 'WateringCan': [[111, 91, 236], [147, 67, 249]], 'KeyChain': [[208, 10, 20], [27, 54, 18]], 'CreditCard': [[60, 92, 152], [56, 235, 12]], 'Pen': [[210, 232, 241], [239, 130, 152]], 'GarbageCan': [[145, 121, 57], [225, 40, 55]], 'Pencil': [[27, 124, 5], [177, 226, 23]], 'Pillow': [[80, 74, 115], [217, 193, 130]], 'agent_neck_1': [[16, 24, 176]], 'agent_body_1 (shadows)': [[233, 94, 109]], 'agent_collarbone_1 (shadows)': [[222, 46, 143]], 'agent_head_1 (shadows)': [[39, 201, 198]], 'stretch_robot_base_code': [[22, 130, 39]], 'ArmChair': [[222, 236, 138], [96, 52, 68], [150, 118, 31]], 'agent_head_1': [[122, 92, 42]], 'stretch_robot_laser': [[7, 65, 186]], 'stretch_robot_mast': [[150, 75, 198]], 'stretch_robot_head_1': [[217, 90, 117]], 'agent_neck_3': [[60, 83, 243]], 'robot_tilt_link_n (shadows)': [[25, 193, 224]], 'CoffeeTable': [[105, 204, 158], [18, 14, 75]], 'agent_head_2 (shadows)': [[96, 154, 25]], 'stretch_robot_head_3 (shadows)': [[223, 182, 152]], 'Statue': [[154, 183, 247], [243, 75, 41], [202, 142, 60]], 'agent_collarbone_2': [[233, 207, 130]], 'agent_neck_2 (shadows)': [[229, 81, 183]], 'agent_head_2': [[209, 89, 45]], 'stretch_robot_head_2': [[234, 200, 134]], 'agent_neck_3 (shadows)': [[76, 55, 128]], 'stretch_robot_omniwheel': [[31, 254, 187]], 'robot_elbow_link': [[101, 147, 231]], 'robot_camera_link_n': [[139, 142, 98]], 'robot_finger_r': [[19, 64, 240]], 'robot_finger_l': [[216, 72, 223]], 'robot_ar_tag': [[57, 112, 32]], 'robot_cam_mount_n': [[219, 204, 228]], 'robot_battery_n': [[4, 101, 154]], 'robot_plate': [[89, 60, 102]], 'robot_main_wheel_r_n': [[30, 143, 133]], 'robot_shoulder_link': [[76, 25, 229]], 'robot_roll_link_n': [[69, 33, 38]], 'robot_gripper_link': [[31, 177, 195]], 'robot_forearm_link': [[163, 79, 72]], 'robot_main_wheel_l_n': [[62, 33, 100]], 'robot_main_body': [[22, 91, 128]], 'robot_wrist_link': [[26, 108, 12]], 'robot_tilt_link_n': [[224, 90, 45]], 'agent_collarbone_2 (shadows)': [[1, 149, 227]], 'TVStand': [[140, 73, 49], [94, 234, 136], [183, 35, 100]], 'Shelf': [[186, 61, 199], [39, 54, 158], [68, 73, 158], [193, 106, 55], [88, 120, 178]], 'stretch_robot_head_2 (shadows)': [[59, 159, 89]], 'stretch_robot_wheel_r': [[225, 234, 123]], 'agent_collarbone_3': [[77, 220, 150]], 'stretch_robot_wheel_l': [[141, 244, 80]], 'agent_collarbone_3 (shadows)': [[244, 32, 83]], 'agent_neck_1 (shadows)': [[153, 228, 139]], 'Box': [[52, 209, 176], [60, 252, 230]], 'agent_body_1': [[244, 3, 18]], 'stretch_robot_base': [[228, 20, 44]], 'robot_roll_link_n (shadows)': [[89, 184, 7]], 'agent_neck_2': [[189, 103, 136]], 'agent_collarbone_1': [[74, 214, 33]], 'Sofa': [[173, 247, 203], [82, 143, 39]], 'stretch_robot_head_3': [[22, 163, 224]], 'Drawer': [[2, 114, 123], [155, 30, 210]], 'SideTable': [[242, 161, 247], [202, 45, 114]], 'robot_camera_link_n (shadows)': [[210, 68, 193]]}}
{'instance_masks': , '_detections2d': {}}
{'_masks': {}, '_loaded': False, '_unique_integer_keys': None, '_empty_mask': None, 'instance_segmentation_frame_uint32': array([[4290875010, 4290875010, 4290875010, ..., 4285920071, 4285920071,
4285920071],
[4290875010, 4290875010, 4290875010, ..., 4285920071, 4285920071,
4285920071],
[4290875010, 4290875010, 4290875010, ..., 4285920071, 4285920071,
4285920071],
...,
[4281420172, 4281420172, 4281420172, ..., 4284973912, 4284973912,
4284973912],
[4281420172, 4281420172, 4281420172, ..., 4284973912, 4284973912,
4284973912],
[4281420172, 4281420172, 4281420172, ..., 4284973912, 4284973912,
4284973912]], dtype=uint32), '_alpha_channel_value': 255, 'instance_colors': {'Window|+00.02|+02.07|+02.49': [116, 71, 187], 'Window|+01.57|+02.07|+02.49': [212, 67, 47], 'Wall|-1|0|-1.05': [130, 142, 193], 'FP212:StandardDoorFrame1 1|-1.45|0|1.2': [211, 123, 84], 'FP212:StandardDoorFrame1 |-4.25|0|-0.75': [222, 187, 121], 'FP212:StandardDoorFrame1|-1.85|0|-1.45': [158, 12, 253], 'FP212:StandardKnob1 1|-1.45|0|1.2': [244, 121, 100], 'FP212:StandardDoor1 1|-1.45|1|0.775': [147, 159, 70], 'FP212:StandardKnob1 |-4.25|0|-0.75': [91, 85, 186], 'FP212:StandardDoor1 |-4.25|1|-1.175': [30, 25, 50], 'FP212:StandardKnob1|-1.85|0|-1.45': [131, 46, 179], 'FP212:StandardDoor1|-1.425|1|-1.45': [111, 225, 149], 'FP212:LightFixture1 5|0.008|3.6|-0.436': [41, 40, 77], 'FP212:LightFixture1 4|1.008|3.6|-0.436': [74, 169, 46], 'FP212:LightFixture1 3|2.008|3.6|-0.436': [213, 47, 127], 'FP212:LightFixture1 2|2.481|3.6|-0.436': [75, 26, 228], 'FP212:LightFixture1 1|1.481|3.6|-0.436': [165, 20, 37], 'FP212:LightFixture1 |0.481|3.6|-0.436': [18, 224, 254], 'Ceiling|0|3.8|0': [71, 243, 117], 'FP212:Fireplace|0|0|0': [17, 237, 232], 'Floor|+00.00|+00.00|+00.00': [88, 131, 103], 'Painting|+04.07|+01.95|+00.85': [172, 246, 191], 'Television|+01.90|+01.28|-00.84': [219, 211, 179], 'Laptop|+01.80|+00.47|+00.50': [62, 216, 95], 'FloorLamp|+03.61|+00.00|+02.16': [141, 119, 166], 'TissueBox|+03.92|+00.87|+00.68': [184, 67, 215], 'LightSwitch|-01.40|+01.29|+01.84': [194, 176, 88], 'RemoteControl|+01.88|+00.33|+01.73': [165, 165, 22], 'HousePlant|+00.39|+00.80|-00.73': [195, 50, 9], 'Newspaper|+02.15|+00.41|-00.72': [254, 186, 161], 'Boots|+04.00|+00.00|+01.70': [225, 185, 33], 'WateringCan|+01.62|+00.02|-00.70': [111, 91, 236], 'KeyChain|+01.50|+00.47|+00.53': [208, 10, 20], 'CreditCard|+01.41|+00.47|+00.65': [60, 92, 152], 'Pen|+03.93|+00.87|+01.04': [210, 232, 241], 'GarbageCan|+03.83|-00.03|-00.50': [145, 121, 57], 'Pencil|+03.89|+00.87|+01.18': [27, 124, 5], 'Pillow|+00.65|+00.39|+01.71': [80, 74, 115], 'ArmChair|+02.66|+00.00|+01.86': [222, 236, 138], 'CoffeeTable|+01.59|00.00|+00.45': [105, 204, 158], 'Statue|-00.54|+00.40|-00.69': [154, 183, 247], 'Statue|-00.09|+00.03|-00.70': [202, 142, 60], 'TVStand|-00.29|00.00|-00.77': [140, 73, 49], 'Shelf|+01.91|+00.20|-00.73': [186, 61, 199], 'Shelf|+01.91|+00.59|-00.73': [68, 73, 158], 'Shelf|-00.29|+00.59|-00.73': [193, 106, 55], 'TVStand|+01.90|00.00|-00.77': [183, 35, 100], 'Shelf|-00.29|+00.20|-00.73': [88, 120, 178], 'ArmChair|-00.27|+00.00|+01.87': [150, 118, 31], 'Box|-00.47|+01.04|-00.71': [52, 209, 176], 'Sofa|+01.19|+00.01|+01.87': [173, 247, 203], 'Drawer|+03.88|+00.77|+00.86': [2, 114, 123], 'SideTable|+03.95|+00.00|+00.86': [242, 161, 247]}, 'class_colors': {'Window': [[116, 71, 187], [200, 150, 134], [212, 67, 47]], 'Wall': [[130, 142, 193], [148, 232, 164]], 'FP212:StandardDoorFrame1 1': [[211, 123, 84]], 'Door': [[244, 78, 20]], 'FP212:StandardDoorFrame1 ': [[222, 187, 121]], 'FP212:StandardDoorFrame1': [[158, 12, 253]], 'FP212:StandardKnob1 1': [[244, 121, 100]], 'FP212:StandardDoor1 1': [[147, 159, 70]], 'FP212:StandardKnob1 ': [[91, 85, 186]], 'FP212:StandardDoor1 ': [[30, 25, 50]], 'FP212:StandardKnob1': [[131, 46, 179]], 'FP212:StandardDoor1': [[111, 225, 149]], 'FP212:LightFixture1 5': [[41, 40, 77]], 'CeilingLight': [[230, 113, 120]], 'FP212:LightFixture1 4': [[74, 169, 46]], 'FP212:LightFixture1 3': [[213, 47, 127]], 'FP212:LightFixture1 2': [[75, 26, 228]], 'FP212:LightFixture1 1': [[165, 20, 37]], 'FP212:LightFixture1 ': [[18, 224, 254]], 'Ceiling': [[71, 243, 117], [50, 55, 251]], 'FP212:Fireplace': [[17, 237, 232]], 'FirePlace': [[250, 76, 248]], 'Floor': [[88, 131, 103], [243, 246, 208]], 'Painting': [[172, 246, 191], [40, 117, 236]], 'Television': [[219, 211, 179], [27, 245, 217]], 'Laptop': [[62, 216, 95], [20, 107, 222]], 'FloorLamp': [[141, 119, 166], [253, 73, 35]], 'TissueBox': [[184, 67, 215], [98, 43, 249]], 'LightSwitch': [[194, 176, 88], [11, 51, 121]], 'RemoteControl': [[165, 165, 22], [187, 19, 208]], 'HousePlant': [[195, 50, 9], [73, 144, 213]], 'TheHand': [[146, 100, 153]], 'Newspaper': [[254, 186, 161], [19, 196, 2]], 'Boots': [[225, 185, 33], [121, 126, 101]], 'WateringCan': [[111, 91, 236], [147, 67, 249]], 'KeyChain': [[208, 10, 20], [27, 54, 18]], 'CreditCard': [[60, 92, 152], [56, 235, 12]], 'Pen': [[210, 232, 241], [239, 130, 152]], 'GarbageCan': [[145, 121, 57], [225, 40, 55]], 'Pencil': [[27, 124, 5], [177, 226, 23]], 'Pillow': [[80, 74, 115], [217, 193, 130]], 'agent_neck_1': [[16, 24, 176]], 'agent_body_1 (shadows)': [[233, 94, 109]], 'agent_collarbone_1 (shadows)': [[222, 46, 143]], 'agent_head_1 (shadows)': [[39, 201, 198]], 'stretch_robot_base_code': [[22, 130, 39]], 'ArmChair': [[222, 236, 138], [96, 52, 68], [150, 118, 31]], 'agent_head_1': [[122, 92, 42]], 'stretch_robot_laser': [[7, 65, 186]], 'stretch_robot_mast': [[150, 75, 198]], 'stretch_robot_head_1': [[217, 90, 117]], 'agent_neck_3': [[60, 83, 243]], 'robot_tilt_link_n (shadows)': [[25, 193, 224]], 'CoffeeTable': [[105, 204, 158], [18, 14, 75]], 'agent_head_2 (shadows)': [[96, 154, 25]], 'stretch_robot_head_3 (shadows)': [[223, 182, 152]], 'Statue': [[154, 183, 247], [243, 75, 41], [202, 142, 60]], 'agent_collarbone_2': [[233, 207, 130]], 'agent_neck_2 (shadows)': [[229, 81, 183]], 'agent_head_2': [[209, 89, 45]], 'stretch_robot_head_2': [[234, 200, 134]], 'agent_neck_3 (shadows)': [[76, 55, 128]], 'stretch_robot_omniwheel': [[31, 254, 187]], 'robot_elbow_link': [[101, 147, 231]], 'robot_camera_link_n': [[139, 142, 98]], 'robot_finger_r': [[19, 64, 240]], 'robot_finger_l': [[216, 72, 223]], 'robot_ar_tag': [[57, 112, 32]], 'robot_cam_mount_n': [[219, 204, 228]], 'robot_battery_n': [[4, 101, 154]], 'robot_plate': [[89, 60, 102]], 'robot_main_wheel_r_n': [[30, 143, 133]], 'robot_shoulder_link': [[76, 25, 229]], 'robot_roll_link_n': [[69, 33, 38]], 'robot_gripper_link': [[31, 177, 195]], 'robot_forearm_link': [[163, 79, 72]], 'robot_main_wheel_l_n': [[62, 33, 100]], 'robot_main_body': [[22, 91, 128]], 'robot_wrist_link': [[26, 108, 12]], 'robot_tilt_link_n': [[224, 90, 45]], 'agent_collarbone_2 (shadows)': [[1, 149, 227]], 'TVStand': [[140, 73, 49], [94, 234, 136], [183, 35, 100]], 'Shelf': [[186, 61, 199], [39, 54, 158], [68, 73, 158], [193, 106, 55], [88, 120, 178]], 'stretch_robot_head_2 (shadows)': [[59, 159, 89]], 'stretch_robot_wheel_r': [[225, 234, 123]], 'agent_collarbone_3': [[77, 220, 150]], 'stretch_robot_wheel_l': [[141, 244, 80]], 'agent_collarbone_3 (shadows)': [[244, 32, 83]], 'agent_neck_1 (shadows)': [[153, 228, 139]], 'Box': [[52, 209, 176], [60, 252, 230]], 'agent_body_1': [[244, 3, 18]], 'stretch_robot_base': [[228, 20, 44]], 'robot_roll_link_n (shadows)': [[89, 184, 7]], 'agent_neck_2': [[189, 103, 136]], 'agent_collarbone_1': [[74, 214, 33]], 'Sofa': [[173, 247, 203], [82, 143, 39]], 'stretch_robot_head_3': [[22, 163, 224]], 'Drawer': [[2, 114, 123], [155, 30, 210]], 'SideTable': [[242, 161, 247], [202, 45, 114]], 'robot_camera_link_n (shadows)': [[210, 68, 193]]}}
Hướng dẫn đóng góp
Đánh giá
Issue này chưa được đánh giá.