added names in record_dataset function of gym_manipulator
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AdilZouitine
parent
35743b72de
commit
f762e2758f
@@ -462,7 +462,7 @@ def dataset_to_policy_features(features: dict[str, dict]) -> dict[str, PolicyFea
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names = ft["names"]
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# Backward compatibility for "channel" which is an error introduced in LeRobotDataset v2.0 for ported datasets.
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if names and names[2] in ["channel", "channels"]: # (h, w, c) -> (c, h, w)
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if names[2] in ["channel", "channels"]: # (h, w, c) -> (c, h, w)
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shape = (shape[2], shape[0], shape[1])
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elif key == "observation.environment_state":
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type = FeatureType.ENV
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@@ -1949,6 +1949,10 @@ def record_dataset(env, policy, cfg, success_collection_steps=15):
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# Setup initial action (zero action if using teleop)
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action = env.action_space.sample() * 0.0
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action_names = ["delta_x_ee", "delta_y_ee", "delta_z_ee"]
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if cfg.wrapper.use_gripper:
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action_names.append("gripper_delta")
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# Configure dataset features based on environment spaces
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features = {
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"observation.state": {
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@@ -1958,8 +1962,8 @@ def record_dataset(env, policy, cfg, success_collection_steps=15):
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},
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"action": {
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"dtype": "float32",
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"shape": env.action_space.shape,
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"names": None,
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"shape": (len(action_names),),
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"names": action_names,
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},
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"next.reward": {"dtype": "float32", "shape": (1,), "names": None},
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"next.done": {"dtype": "bool", "shape": (1,), "names": None},
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@@ -1976,7 +1980,7 @@ def record_dataset(env, policy, cfg, success_collection_steps=15):
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features[key] = {
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"dtype": "video",
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"shape": env.observation_space[key].shape,
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"names": None,
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"names": ["channels", "height", "width"],
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}
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# Create dataset
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