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LiCHOTHU authored Apr 2, 2024
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Expand Up @@ -67,40 +67,68 @@ We also show the correspondent video of how our robot interacting with the objec
### Interacting with Faucet in 3 different interaction modes
<img width="1061" alt="qual_2" src="https://github.com/pairlab/actaim2-eccv24/assets/30140814/c01a6735-7c26-49d7-98fb-5d7267534c0f">

Click the video here to see how robot is interacting with the faucet above in 2 different interaction modes.
Click the video here to see how robot is interacting with the faucet above in 3 different interaction modes.

https://github.com/pairlab/actaim2-eccv24/assets/30140814/e895a768-315f-4141-a16c-89fbaf7c9911

https://github.com/pairlab/actaim2-eccv24/assets/30140814/adfe14b1-cc89-45b1-8b38-7bba6dd9001d

https://github.com/pairlab/actaim2-eccv24/assets/30140814/e895a768-315f-4141-a16c-89fbaf7c9911
https://github.com/pairlab/actaim2-eccv24/assets/30140814/581f9083-2200-4322-a441-e3a885ab96e7

### Interacting with Table with multiple drawers in 3 differet interaction modes
<img width="1066" alt="qual_3" src="https://github.com/pairlab/actaim2-eccv24/assets/30140814/acbe5d9b-4dbe-4f71-b5ee-134c85c197a6">

Click the video here to see how robot is interacting with the table with multiple drawers above in 3 different interaction modes.

https://github.com/pairlab/actaim2-eccv24/assets/30140814/adfe14b1-cc89-45b1-8b38-7bba6dd9001d
https://github.com/pairlab/actaim2-eccv24/assets/30140814/05d931ee-ff51-4698-837d-62416578591d

https://github.com/pairlab/actaim2-eccv24/assets/30140814/0d2c078b-2f1b-4205-ad11-8e5f8953e79c

https://github.com/pairlab/actaim2-eccv24/assets/30140814/27109fa4-56df-45f4-b277-23229105d2f5


### Interacting with Table with multiple drawers in 3 differet interaction modes
<img width="1027" alt="qual_4" src="https://github.com/pairlab/actaim2-eccv24/assets/30140814/ac36d934-849a-41a6-9cca-c2ae9412cb07">

Click the video here to see how robot is interacting with the table with multiple drawers above in 3 different interaction modes.

https://github.com/pairlab/actaim2-eccv24/assets/30140814/75607eda-9315-4fd4-9d44-0c9c56f80d86

https://github.com/pairlab/actaim2-eccv24/assets/30140814/f08ec7d0-687c-4331-96aa-b7441ceedd48

https://github.com/pairlab/actaim2-eccv24/assets/30140814/cbf5b5db-e41b-4e59-9043-df8f54d22eda

### Here are mode qualitative results of how robot interacting with different types of articulated objects

Interacting with a switch and perform turning on and turning off

https://github.com/pairlab/actaim2-eccv24/assets/30140814/0cfb1e87-a33a-4146-9e2b-e75fc15b3f63


https://github.com/pairlab/actaim2-eccv24/assets/30140814/ca5c5029-f935-4db3-9769-a894c3d86922


Interacting with a single drawer table and perform opening and closing the drawer



https://github.com/pairlab/actaim2-eccv24/assets/30140814/92e03793-5e60-4e2f-9af3-f729ed02977a


https://github.com/pairlab/actaim2-eccv24/assets/30140814/581f9083-2200-4322-a441-e3a885ab96e7

https://github.com/pairlab/actaim2-eccv24/assets/30140814/b2b5bf73-5b92-4682-8d71-220bc5806f62

Interacting a door and perform opening and closing either side of the door



### sample object data collection
https://github.com/pairlab/actaim2-eccv24/assets/30140814/36f90aeb-6796-4d00-b60a-fb3268fe4124

run

```
. collect_data.sh
```

to collect dataset.
https://github.com/pairlab/actaim2-eccv24/assets/30140814/1c4d3296-a5cd-4e54-93c9-672eb9fee37c

### To access full object dataset from where2act

## Training

run
https://github.com/pairlab/actaim2-eccv24/assets/30140814/6a46b73c-016c-4070-8e0e-665d04c11455

```bash
python scripts/train_aff.py
```

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