Thursday, May 28, 2015

Amazon Picking Challenge final results

On Thursday we had a meeting about the future of the Amazon Picking Challenge with representatives of all teams. We talked about how the results and code can be shared best, what can be done to make the challenge more interesting for spectators, how it can be organised next year and who would be interested in competing again.

In the evening Amazon hosted drinks and it was great to mingle and discuss approaches with other teams. The final standings can be found below. Team Applied Robotics placed 10th of 27 teams, with 11 points.


Conquering some of the most difficult items to pick

Competition report day 2

On Wednesday morning team MIT scored 88 points and team RBO from TUBerlin 148! There were some other interesting runs with a robotic humanoid hand and dual arm Yaskawa Motoman systems. 

Team RBO
Team RBO



At the end of Wednesday Team Applied Robotics was at shared 9th place. On Thursday morning the two final teams will have their runs. 








Wednesday, May 27, 2015

Competition report day 1

After arriving in Seattle, Team Applied Robotics wasted no time setting up our equipment. On Monday evening we could already set-up our frame and see the competition bays. Other teams were also busy setting up and we recognised quite a few of the robots from previous videos posted online.



The next morning, on Tuesday, we were back at the Washington State Convention Center ready to set-up for our official run at 14.00. The robot arm was stuck in traffic and only arrived on site 4 hours before our run, but luckily we were well prepared. Having practiced the entire set-up and calibration before, it took Simon and John little time to attach the gripper and camera, wire the vacuum cleaner motor and to calibrate the positions of the robot and the camera. We had plenty of time left over to test our entire system and we made some successful runs, picking items out of the cabinet. We were the only team picking multiple objects in quick succession. Soon a crowd had gathered and were filming our fast and smooth picking operation.


Around 13.00 we heard that the first team to compete had dropped out, so we would be the first team to compete in an hour. The judges arrived and confirmed the process. We got to choose a random usb stick containing our picking order and shelf layout. Ten minutes before time the judges filled the shelf. A crowd of about 50 had gathered around our bay and we started smoothly, picking the yellow duck dog toy in no time, landing us 11 points. The robot performed a wrist flip to get to the next bin in the bottom left hand corner. To grasp the second item, the glue, the robot rotated 90 degrees to pick it from the side. This resulted in the camera getting tangled in the vacuum cleaner hose and meant that upon moving into the bin the robot went into an emergency stop. We applied for our 5 minute reset period in which the shelf was restocked and we adjusted the hose cabling. After the reset we picked the first object successfully but unfortunately it got tangled again at the second object. This was the end of our official run.

Immediately afterwards, we took the opportunity to demonstrate our capabilities to the crowd. By slightly changing the orientation of the glue bottle we had a very successful run, scoring a hypothetical 67 points. Unfortunately for us, this run did not count.


During the rest of the afternoon we watched other challenges, talked with teams and gave a few interviews. By the end of the day we were still in third place. The main distinction between the teams was if we managed to pick one object or zero. No teams picked more than one item on the first day and most teams also used their reset time. While we had an unfortunate run, our system was capable of picking an entire shelf successfully, something the other teams on Tuesday didn't show. We got the comment that our system was "ready to be sold for production next week", compared to the last minute testing and hacking going on around us. About two thirds of the teams will have their runs on Wednesday.















Tuesday, May 26, 2015

Live stream is up

Team Applied Robotics is now broadcasting live from Bay 3! We are scheduled at 14.00 local time (23.00 Dutch time) and will be setting up until then 
https://youtu.be/vNb83194MHE

Sunday, May 24, 2015

Off to Seattle

In the past week we completed our preparations and are very happy with the system performance. Everything is working as we designed it and integration went rather smoothly. This weekend we timed our set-up and packed up ready for Seattle.

We will be the 2nd team of more than 30 to compete. Our challenge time slot is on Tuesday 26th May in Bay 3 from 14.00 to 14.20 (23.00 - 23.20 NL time). We will try to have a live stream up from around 10.00 (19.00 NL time) if the convention centre wifi is fast enough. If so the link will be posted here.

We are really looking forward to seeing what the other teams have come up with and seeing how our design holds up to the competition!


Sunday, May 17, 2015

Testing, Testing, Fine-tuning and some more testing

In the last two weeks, we finished integration of the complete system, including hardware as well as software.
After the successful initial tests, we started testing our set-up for the complete challenge cycle. From now on we will focus on fine-tuning the vision and path-planning algorithms, making only minor adjustments to make the system more robust.