Classification on 南巷https://nx.wmlab.top/tags/classification/Recent content in Classification on 南巷Hugo -- gohugo.iozh-CNliuwenhao1968@163.com (南巷)liuwenhao1968@163.com (南巷)© 2026 南巷Sat, 15 Feb 2025 00:00:00 +0000Classification：通用图像分类训练模板https://nx.wmlab.top/portfolio/kaggle-leaf-classification/Sat, 15 Feb 2025 00:00:00 +0000liuwenhao1968@163.com (南巷)https://nx.wmlab.top/portfolio/kaggle-leaf-classification/面向研究和工程复用的 PyTorch 图像分类训练框架，支持替换主流网络、自定义数据集、SwanLab 日志监控和推理可视化，并以树叶分类作为完整示例。Kaggle 树叶图像分类https://nx.wmlab.top/competitions/kaggle-leaf-competition/Sat, 01 Feb 2025 00:00:00 +0000liuwenhao1968@163.com (南巷)https://nx.wmlab.top/competitions/kaggle-leaf-competition/基于 ResNet50 优化细粒度特征表达，结合 Label Smoothing、Focal Loss 与 AdamW + CosineAnnealing 策略。