1001 Freelance Projects -- 多相机实时缺陷检测系统

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Project title:
多相机实时缺陷检测系统
Posted by:
External project from Freelancer
Started:
31-Oct-2025 04:57 GMT
Description:
我正在搭建一套机器视觉产线，需要多台工业相机同时取图，并在采集后立即检测产品缺陷。为保证鲁棒性，我希望传统图像算法与深度学习策略相结合。具体要求如下： 1. 图像采集 • 支持多台工业相机同步或近实时触发。 • 提供简单的设备管理界面，方便增减相机。 2. 缺陷检测核心 • 传统模块：边缘检测、纹理分析与模式识别，用于快速筛查与定位。 • 深度学习模块：可用 PyTorch/TensorFlow 训练并推理，补充复杂或模糊缺陷。 • 需要统一输出坐标、缺陷类型与置信度。 3...
Project ID:
3456035
Project category:
API Development, C++, Programming, Computer Vision, CUDA, Deep Learning, Image Processing, Machine Learning (ML), OpenCL, OpenCV, Python
Project budget:
$3000 - $5000 USD
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