Merge branch 'huggingface:main' into main

.pre-commit-config.yaml

@@ -3,7 +3,7 @@ default_language_version:
     python: python3.10
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
       - id: check-added-large-files
       - id: debug-statements
@@ -14,11 +14,11 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.16.0
+    rev: v3.19.0
     hooks:
     -   id: pyupgrade
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.5.2
+    rev: v0.8.2
     hooks:
       - id: ruff
         args: [--fix]
@@ -32,6 +32,6 @@ repos:
           - "--check"
           - "--no-update"
   - repo: https://github.com/gitleaks/gitleaks
-    rev: v8.18.4
+    rev: v8.21.2
     hooks:
       - id: gitleaks

examples/6_add_image_transforms.py

@@ -10,10 +10,10 @@ from torchvision.transforms import ToPILImage, v2
 
 from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
 
-dataset_repo_id = "lerobot/aloha_static_tape"
+dataset_repo_id = "lerobot/aloha_static_screw_driver"
 
 # Create a LeRobotDataset with no transformations
-dataset = LeRobotDataset(dataset_repo_id)
+dataset = LeRobotDataset(dataset_repo_id, episodes=[0])
 # This is equivalent to `dataset = LeRobotDataset(dataset_repo_id, image_transforms=None)`
 
 # Get the index of the first observation in the first episode
@@ -28,12 +28,13 @@ transforms = v2.Compose(
     [
         v2.ColorJitter(brightness=(0.5, 1.5)),
         v2.ColorJitter(contrast=(0.5, 1.5)),
+        v2.ColorJitter(hue=(-0.1, 0.1)),
         v2.RandomAdjustSharpness(sharpness_factor=2, p=1),
     ]
 )
 
 # Create another LeRobotDataset with the defined transformations
-transformed_dataset = LeRobotDataset(dataset_repo_id, image_transforms=transforms)
+transformed_dataset = LeRobotDataset(dataset_repo_id, episodes=[0], image_transforms=transforms)
 
 # Get a frame from the transformed dataset
 transformed_frame = transformed_dataset[first_idx][transformed_dataset.meta.camera_keys[0]]

examples/7_get_started_with_real_robot.md

@@ -29,7 +29,7 @@ For a visual walkthrough of the assembly process, you can refer to [this video t
 
 ## 2. Configure motors, calibrate arms, teleoperate your Koch v1.1
 
-First, install the additional dependencies required for robots built with dynamixel motors like Koch v1.1 by running one of the following commands.
+First, install the additional dependencies required for robots built with dynamixel motors like Koch v1.1 by running one of the following commands (make sure gcc is installed).
 
 Using `pip`:
 ```bash

examples/9_use_aloha.md

@@ -56,7 +56,7 @@ python lerobot/scripts/control_robot.py teleoperate \
     --robot-overrides max_relative_target=5
 ```
 
-By adding `--robot-overrides max_relative_target=5`, we override the default value for `max_relative_target` defined in `lerobot/configs/robot/aloha.yaml`. It is expected to be `5` to limit the magnitude of the movement for more safety, but the teloperation won't be smooth. When you feel confident, you can disable this limit by adding `--robot-overrides max_relative_target=null` to the command line:
+By adding `--robot-overrides max_relative_target=5`, we override the default value for `max_relative_target` defined in `lerobot/configs/robot/aloha.yaml`. It is expected to be `5` to limit the magnitude of the movement for more safety, but the teleoperation won't be smooth. When you feel confident, you can disable this limit by adding `--robot-overrides max_relative_target=null` to the command line:
 ```bash
 python lerobot/scripts/control_robot.py teleoperate \
     --robot-path lerobot/configs/robot/aloha.yaml \

lerobot/common/datasets/image_writer.py

@@ -28,7 +28,7 @@ def safe_stop_image_writer(func):
         try:
             return func(*args, **kwargs)
         except Exception as e:
-            dataset = kwargs.get("dataset", None)
+            dataset = kwargs.get("dataset")
             image_writer = getattr(dataset, "image_writer", None) if dataset else None
             if image_writer is not None:
                 print("Waiting for image writer to terminate...")

lerobot/common/datasets/utils.py

@@ -13,6 +13,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import importlib.resources
 import json
 import logging
 import textwrap
@@ -476,6 +477,8 @@ def create_lerobot_dataset_card(
     Note: If specified, license must be one of https://huggingface.co/docs/hub/repositories-licenses.
     """
     card_tags = ["LeRobot"]
+    card_template_path = importlib.resources.path("lerobot.common.datasets", "card_template.md")
+
     if tags:
         card_tags += tags
     if dataset_info:
@@ -493,8 +496,9 @@ def create_lerobot_dataset_card(
             }
         ],
     )
+
     return DatasetCard.from_template(
         card_data=card_data,
-        template_path="./lerobot/common/datasets/card_template.md",
+        template_path=str(card_template_path),
         **kwargs,
     )

lerobot/common/robot_devices/control_utils.py

@@ -184,7 +184,7 @@ def init_policy(pretrained_policy_name_or_path, policy_overrides):
 def warmup_record(
     robot,
     events,
-    enable_teloperation,
+    enable_teleoperation,
     warmup_time_s,
     display_cameras,
     fps,
@@ -195,7 +195,7 @@ def warmup_record(
         display_cameras=display_cameras,
         events=events,
         fps=fps,
-        teleoperate=enable_teloperation,
+        teleoperate=enable_teleoperation,
     )
 
 

lerobot/scripts/control_sim_robot.py

@@ -35,7 +35,7 @@ python lerobot/scripts/visualize_dataset.py \
     --episode-index 0
 ```
 
-- Replay a sequence of test episodes: 
+- Replay a sequence of test episodes:
 ```bash
 python lerobot/scripts/control_sim_robot.py replay \
     --robot-path lerobot/configs/robot/your_robot_config.yaml \