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无人机图像分类#3203

Merged
donghaiwang merged 39 commits into
OpenHUTB:mainfrom
MKHQ07:main
Dec 15, 2025
Merged

无人机图像分类#3203
donghaiwang merged 39 commits into
OpenHUTB:mainfrom
MKHQ07:main

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@MKHQ07

@MKHQ07 MKHQ07 commented Dec 15, 2025

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修改概述:

修改的详细描述

1.用CIFAR-10 公开数据集模拟无人机航拍采集的图像数据(包含飞机、汽车、鸟等 10 类常见物体)。
2.搭建轻量化的卷积神经网络(CNN),完成图像分类的训练与预测。
3.通过Matplotlib实现可视化界面:展示数据集样本、实时绘制训练损失 / 准确率曲线、展示模型预测结果(标注正确 / 错误)。

经过了什么样的测试?

  1. windows操作系统
  2. Python3.17

运行效果

动图、视频、截图等
Snipaste_2025-12-15_08-42-10

Snipaste_2025-12-15_08-40-21 Snipaste_2025-12-15_08-41-38

@donghaiwang

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后面还需要换成无人机视角的图像

@donghaiwang
donghaiwang merged commit 313f7d6 into OpenHUTB:main Dec 15, 2025
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2 participants