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diff --git "a/\346\200\273\347\273\223/image_classification_stats.md" "b/\346\200\273\347\273\223/image_classification_stats.md"
new file mode 100644
index 0000000000000000000000000000000000000000..cba7ebbaae2a5cb8ec88fb440bcb24052b112573
--- /dev/null
+++ "b/\346\200\273\347\273\223/image_classification_stats.md"
@@ -0,0 +1,33 @@
+# 图片分类统计报告
+
+## 总体概况
+- **总图片数量**: 469张
+- **分类种类数**: 8种
+- **分类范围**: 0-7
+
+## 详细统计表
+
+| 分类ID | 图片数量 | 百分比 | 排名 |
+|--------|----------|--------|------|
+| 0 | 110 | 23.5% | 1 |
+| 2 | 108 | 23.0% | 2 |
+| 5 | 87 | 18.6% | 3 |
+| 1 | 66 | 14.1% | 4 |
+| 6 | 33 | 7.0% | 5 |
+| 3 | 31 | 6.6% | 6 |
+| 4 | 19 | 4.1% | 7 |
+| 7 | 15 | 3.2% | 8 |
+
+## 分析总结
+
+### 分布特点
+1. **主要分类**: 分类0、2、5占据了数据集的65.1%，是最主要的三个类别
+2. **均衡程度**: 数据分布不均衡，最多的分类0有110张图片，最少的分类7只有15张
+3. **差异比例**: 最多与最少的分类之间相差7.3倍
+
+### 数据分布
+- **高频分类** (>100张): 分类0(110张)、分类2(108张)
+- **中频分类** (50-99张): 分类5(87张)、分类1(66张)
+- **低频分类** (<50张): 分类6(33张)、分类3(31张)、分类4(19张)、分类7(15张)
+
+这种不均衡的分布在机器学习任务中可能需要考虑类别权重平衡或数据增强策略。
\ No newline at end of file
diff --git "a/\346\200\273\347\273\223/train_classification_stats.md" "b/\346\200\273\347\273\223/train_classification_stats.md"
new file mode 100644
index 0000000000000000000000000000000000000000..e9d7675759a9dfe3864eb5d1496d5229d2ae0ef8
--- /dev/null
+++ "b/\346\200\273\347\273\223/train_classification_stats.md"
@@ -0,0 +1,37 @@
+# 训练集图片分类统计报告
+
+## 总体概况
+- **总图片数量**: 1,000张
+- **分类种类数**: 8种
+- **分类范围**: 0-7
+
+## 详细统计表
+
+| 分类ID | 图片数量 | 百分比 | 排名 |
+|--------|----------|--------|------|
+| 2 | 228 | 22.8% | 1 |
+| 0 | 226 | 22.6% | 2 |
+| 5 | 180 | 18.0% | 3 |
+| 1 | 153 | 15.3% | 4 |
+| 6 | 71 | 7.1% | 5 |
+| 3 | 57 | 5.7% | 6 |
+| 4 | 47 | 4.7% | 7 |
+| 7 | 38 | 3.8% | 8 |
+
+## 分析总结
+
+### 分布特点
+1. **主要分类**: 分类2、0、5占据了数据集的63.4%，是最主要的三个类别
+2. **均衡程度**: 数据分布不均衡，最多的分类2有228张图片，最少的分类7只有38张
+3. **差异比例**: 最多与最少的分类之间相差6倍
+
+### 数据分布
+- **高频分类** (>200张): 分类2(228张)、分类0(226张)
+- **中频分类** (100-199张): 分类5(180张)、分类1(153张)
+- **低频分类** (<100张): 分类6(71张)、分类3(57张)、分类4(47张)、分类7(38张)
+
+### 训练建议
+由于数据分布不均衡，在训练模型时建议：
+- 对少数类别（分类7、4、3）考虑数据增强
+- 使用类别权重平衡技术
+- 评估时关注各类别的精确率和召回率
\ No newline at end of file