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Progress Review.

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Presentation on theme: "Progress Review."— Presentation transcript:

1 Progress Review

2 Software Integration SMACH - python library used for building state machines Got the SMACH viewer working Setup Kinect working with imported data in SMACH Made PR2 arm move from one pose to another using inverse kinematics

3

4 Suction Fabricated gripper for PR2 Pseudo demo of suction gripper
Successfully acquired (more than) 7 items

5 Tele-op Tele-operated PR2 using PS3 controller of arm, base, head, body, torso

6 Vision Familiarization with Point Cloud Library
Shelf contents Vision Capture Kinect 2.0 RGBD data Familiarization with Point Cloud Library Researched robust methods of item recognition Determined item recognition pipeline Implemented color based segmentation and clustering Filter shelf from depth cloud Color based segmentation Clustering segments to find items Target item identification Target item pose estimation

7 Color Based Segmentation
Segment image using color and depth data Combine segments to predict item location assuming horizontal workspace

8 Vision Object Detection from Point Cloud Data
Matching corresponding features estimating homography

9 Plan of Action Suction Perception Platform
Find impeller system to use in final build (Rick) Iterate upon prototype suction gripper with focus on build quality (Alex) Design of Electronics for suction Gripper (Feroze, Abhishek) Perception Design algorithm to filter out shelf from depth data Incorporate shelf content knowledge into color based clustering Platform Command the arm inside the state controller (Feroze) Move actual PR2 arm using Inverse Kinematics action (Feroze) Programmatically command the base to move in simulation (Abhishek) Understand tf transform tree (Alex)


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