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InternRobotics/NavDP

NavDP是一个基于扩散策略的机器人导航算法,通过特权信息引导实现仿真到现实的迁移。该项目旨在提升机器人在复杂环境中的自主导航能力,结合深度学习与强化学习技术,为智能机器人提供高效、鲁棒的路径规划解决方案。

技术栈

baselines/logoplanner/depth_anything/metric_depth python

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依赖

matplotlib open3d opencv-python torch torchvision

baselines/logoplanner/depth_anything python

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依赖

gradio gradio_imageslider matplotlib opencv-python torch torchvision

baselines/navdp/depth_anything/metric_depth python

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依赖

matplotlib open3d opencv-python torch torchvision

baselines/navdp/depth_anything python

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依赖

gradio gradio_imageslider matplotlib opencv-python torch torchvision

baselines/navdp python

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依赖

Flask NumPy Pillow Requests diffusers gradio gradio_imageslider h5py imageio matplotlib open3d opencv_python torch torchvision

根目录 python

框架

FastAPI Tornado

网络

Requests
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依赖

ConfigArgParse Farama-Notifications Flask GitPython Jinja2 Markdown MarkupSafe NumPy Pandas Pint PyYAML Pydantic Pygments Werkzeug absl-py addict aiodns aiofiles aiohttp aioitertools aiosignal alphashape annotated-types antlr4-python3-runtime anyio asteval asttokens async-timeout attrs azure-core azure-identity azure-storage-blob backcall beautifulsoup4 bleach blinker casadi cchardet certifi cffi charset-normalizer click click-log cloudpickle comm construct contourpy coverage cryptography cycler dash dash-core-components dash-html-components dash-table decorator defusedxml diffusers docopt einops evdev exceptiongroup executing fastjsonschema filelock fonttools frozenlist fsspec gitdb grpcio gunicorn gymnasium h11 h5py hidapi httptools huggingface-hub hydra-core idna idna-ssl imageio imageio-ffmpeg importlib_metadata ipython ipywidgets isaaclab isodate itsdangerous jedi jmespath joblib jsonschema jsonschema-specifications jupyter_client jupyter_core jupyterlab_pygments jupyterlab_widgets kiwisolver lazy_loader llvmlite lxml markdown-it-py mathutils matplotlib matplotlib-inline mdurl mistune moviepy mpmath msal msal-extensions multidict nbclient nbconvert nbformat nest-asyncio networkx ninja numba numpy-quaternion oauthlib omegaconf onnx open3d opencv-python osqp packaging pandocfilters parso pathfinding pexpect pickleshare pillow pipreqs platformdirs plotly portalocker prettytable proglog prompt_toolkit protobuf psutil ptyprocess pure_eval pycares pycocotools pycparser pydantic_core pyglet pynput pyparsing pyperclip pypng pyquaternion python-dateutil python-multipart python-xlib pytz pyzmq qdldl qrcode referencing regex requests-oauthlib retrying rich rpds-py rsl-rl-lib rtree s3transfer safetensors scikit-image scikit-learn scipy selenium sentry-sdk setuptools-scm shapely six smmap sniffio soupsieve stack-data starlette sympy tenacity tensorboard tensorboard-data-server termcolor terminaltables threadpoolctl tifffile tinycss2 tokenizers toml tomli tqdm traitlets transformers trimesh triton typing_extensions tzdata urllib3 usd-core uvicorn warp-lang watchdog wcwidth webbot webencodings websockets widgetsnbextension wrapt yapf yarg yarl zipp

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