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Fluxeem Event Camera Python SDK

Project description

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Fluxeem Python SDK

面向 Fluxeem 事件相机的 Python SDK,提供设备连接、事件流采集、RAW 文件读取回放、工具参数控制与跨版本 wheel 打包能力。

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Release License Python

主要功能

  • 事件相机发现、打开、关闭与生命周期管理。
  • 实时事件流读取、回调注册、录制与配置导入导出。
  • RAW 文件读取、时间/事件数定位、区间抽取。
  • 基于 NumPy 的事件可视化与统计工具函数。
  • CMake + pybind11 构建体系,支持 Python 3.8 至 3.13。
  • 支持 cibuildwheel 批量构建 Windows wheel。

使用简介

1. 安装并使用 SDK

如果你只需要在 Python 中快速接入 Fluxeem 事件相机,请优先使用现成 wheel 或直接安装源码包。

本仓库当前发布名与导入包名均为 fluxeem_driver

安装示例:

python -m pip install .\wheelhouse\fluxeem_driver-1.0.0-cp310-cp310-win_amd64.whl

导入示例:

import fluxeem_driver

2. 安装 USB 驱动(首次使用时执行一次)

pip 安装完成后,需要以特权身份运行以下命令,将设备访问权限写入系统。

Windows(以 管理员身份 运行 PowerShell / 命令提示符):

fluxeem-install-drivers

Linux(Ubuntu / Debian 等)(使用 sudo):

sudo fluxeem-install-drivers

注意: 该步骤需要管理员 / root 权限,若权限不足会立即提示并退出,不会静默失败。
此步骤仅需执行一次,重新安装 Python 包时无需重复操作。

3. 从源码构建使用

如果你需要修改 Python 包装层、调试 pybind11 绑定、维护跨版本 wheel 或参与发布流程,请继续阅读下面的构建说明。

仓库结构

目录 说明
fluxeem_driver/ Python 包、包装器、类型标注与运行时库
src/ pybind11 绑定源码
examples/ Python 示例程序(实时预览、回放、同步、工具控制)
tests/ 单元测试
tools/ 构建辅助脚本(如 cibuildwheel bootstrap)
wheelhouse/ 本地构建 wheel 产物目录
CMakeLists.txt C++ 扩展构建配置
setup.py setuptools 与 CMake 桥接入口
pyproject.toml 项目元数据与构建配置

支持平台与产物

平台 典型产物 说明
Windows x64 .whl 支持 cp38cp313,可通过 cibuildwheel 批量构建
Linux x86_64 源码安装 / wheel 使用 CMake 与系统工具链构建扩展

构建要求

基础要求:

  • Python 3.8 或更高版本。
  • CMake 3.15 或更高版本。
  • 支持 C++20 的编译器。
  • 已安装 Fluxeem Driver SDK(fluxeem_driver)。
  • pybind11 2.11 或更高版本。

可选依赖:

  • OpenCV:运行实时可视化、回放相关示例。
  • pytest:运行测试。
  • cibuildwheel:批量构建多 Python 版本 wheel。

SDK 路径查找规则:

  • 优先使用环境变量 FLUXEEM_DRIVER_DIR
  • Windows 默认回退路径:C:\Program Files\fluxeem_driverC:\Program Files (x86)\fluxeem_driver
  • Linux 默认回退路径:/usr/local

构建参数

参数 默认值 说明
FLUXEEM_DRIVER_DIR 自动探测 指向已安装 fluxeem_driver SDK 根目录
FLUXEEM_BUNDLE_DRIVER_RUNTIME ON 是否把 SDK 运行时库打包到 Python 包旁
CMAKE_GENERATOR 自动探测 Windows 下可指定生成器(如 VS/Ninja)

Windows 源码编译

推荐在 PowerShell 中执行,先激活目标 Python 环境。

1. 安装构建依赖

python -m pip install --upgrade pip setuptools wheel build cmake pybind11 ninja

2. 设置 SDK 路径(非默认安装目录时)

$env:FLUXEEM_DRIVER_DIR = "C:\Program Files\fluxeem_driver"

3. 编译并安装

python setup.py build_ext --inplace
python -m pip install .

4. 开发模式安装(可选)

python setup.py build_ext --inplace
python -m pip install -e ".[dev,viz]"

Linux 源码编译

以下命令以 Ubuntu 为例。

1. 安装系统依赖

sudo apt-get update
sudo apt-get install -y \
  build-essential \
  cmake \
  pkg-config \
  libusb-1.0-0-dev \
  python3-dev

2. 设置 SDK 路径

export FLUXEEM_DRIVER_DIR=/usr/local

3. 编译并安装

python -m pip install --upgrade pip setuptools wheel build cmake pybind11 ninja
python setup.py build_ext --inplace
python -m pip install .

快速开始

1. 实时读取相机事件

import fluxeem_driver

camera_manager = fluxeem_driver.EvCameraService()
camera_descs = camera_manager.list_cameras()

for camera_desc in camera_descs:
    print(camera_desc)

serial = sys.argv[1] if len(sys.argv) > 1 else camera_descs[0].serial
camera = camera_manager.open(serial)

if not devices:
    raise RuntimeError("No camera found")


camera.start(batch_events_num=5000)
events = camera.get_events()
if events is not None:
    print(len(events), events.dtype.names)
camera.stop()

2. 读取 RAW 文件

import fluxeem_driver

with fluxeem_driver.FileReader("recording.raw") as reader:
    if not reader.is_loaded():
        raise RuntimeError("Failed to load raw file")

    while not reader.reached_end():
        events = reader.get_events(10000)
        if events is not None and len(events):
            print(events[0])

3. 事件可视化与统计

from fluxeem_driver import utils

frame = utils.events_to_frame(events, width=1280, height=720)
rgb = utils.events_to_rgb_frame(events, width=1280, height=720)
stats = utils.get_event_statistics(events)
print(stats["count"], stats["polarity_ratio"])

示例程序

运行示例:

python examples/live_viewer.py
python examples/tool_control.py
python examples/hardware_sync.py
python examples/file_playback.py recording.raw
python examples/slow_motion.py recording.raw

OpenCV 依赖安装:

python -m pip install opencv-python

测试

运行内置单元测试:

python -m unittest discover -s tests -v

或使用 pytest:

python -m pytest

常见问题

导入报错:No module named fluxeem_driver.fluxeem_core

通常是 C++ 扩展未正确编译或未安装,请重新执行:

python setup.py build_ext --inplace
python -m pip install .

构建报错:fluxeem_driver SDK was not found

请确认:

  • 已安装 Fluxeem Driver SDK。
  • FLUXEEM_DRIVER_DIR 指向 SDK 安装根目录。
  • SDK 目录下存在 share/cmake/fluxeem_driver

找不到相机设备

请确认设备连接、驱动安装和权限设置;若设备已被其他进程占用,请先关闭占用进程再重试。

OpenCV 导入异常

请确认运行示例的 Python 环境与安装 opencv-python 的环境一致。

许可证

本项目使用 MIT 协议发布。

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