AdrielP commited on
Commit
08c88b6
·
verified ·
1 Parent(s): e1d42a1

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +44 -0
README.md ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ library_name: lerobot
4
+ tags:
5
+ - robotics
6
+ - act
7
+ - imitation-learning
8
+ - so101
9
+ - cable-sorting
10
+ datasets:
11
+ - AdrielP/cables_il_only_white
12
+ pipeline_tag: robotics
13
+ ---
14
+
15
+ # ACT - Cable Sorting (Only White)
16
+
17
+ Modelo de Imitation Learning entrenado con Action Chunking Transformers (ACT) para ordenamiento de cables con el robot SO101.
18
+
19
+ ## Tarea
20
+ Cuando **solo el cable blanco** está visible → el robot quita el cable verde y lo coloca en la caja verde.
21
+
22
+ ## Detalles de entrenamiento
23
+ - **Algoritmo:** Behaviour Cloning con ACT
24
+ - **Dataset:** AdrielP/cables_il_only_white
25
+ - **Episodios:** 100 demostraciones
26
+ - **Steps:** 50,000
27
+ - **Batch size:** 8
28
+ - **Robot:** SO101 Follower
29
+ - **Cámaras:** front (640x480) + side (640x480) a 30fps
30
+
31
+ ## Cómo usar
32
+
33
+ ```bash
34
+ lerobot-record \
35
+ --robot.type=so101_follower \
36
+ --robot.port=/dev/ttyACM0 \
37
+ --robot.cameras='{"front":{"type":"opencv","index_or_path":0,"width":640,"height":480,"fps":30},"side":{"type":"opencv","index_or_path":2,"width":640,"height":480,"fps":30}}' \
38
+ --policy.path=AdrielP/act_only_white \
39
+ --dataset.repo_id=AdrielP/eval_only_white \
40
+ --dataset.single_task="state based cable sorting" \
41
+ --dataset.num_episodes=5 \
42
+ --dataset.fps=15 \
43
+ --play_sounds=false
44
+ ```