diff --git a/src/main/java/org/dromara/easyai/unet/Cutting.java b/src/main/java/org/dromara/easyai/unet/Cutting.java
new file mode 100644
index 0000000..aebb9f6
--- /dev/null
+++ b/src/main/java/org/dromara/easyai/unet/Cutting.java
@@ -0,0 +1,46 @@
+package org.dromara.easyai.unet;
+
+import org.dromara.easyai.entity.ThreeChannelMatrix;
+import org.dromara.easyai.i.OutBack;
+import org.dromara.easyai.matrixTools.Matrix;
+import org.dromara.easyai.tools.Picture;
+
+/**
+ * @author lidapeng
+ * @time 2025/3/7 08:00
+ * @des 图像语义最终裁切
+ */
+public class Cutting {
+    private final float th;
+
+    public Cutting(float th) {
+        this.th = th;
+    }
+
+    public void cut(ThreeChannelMatrix backGround, ThreeChannelMatrix outPicture, OutBack outBack) throws Exception {
+        int x = backGround.getX();
+        int y = backGround.getY();
+        ThreeChannelMatrix picture = Picture.getMyPicture(x, y);
+        int tx = outPicture.getX();
+        int ty = outPicture.getY();
+        Matrix r = backGround.getMatrixR();
+        Matrix g = backGround.getMatrixG();
+        Matrix b = backGround.getMatrixB();
+        Matrix pr = picture.getMatrixR();
+        Matrix pg = picture.getMatrixG();
+        Matrix pb = picture.getMatrixB();
+        Matrix outMatrix = outPicture.calculateAvgGrayscale();
+        for (int i = 0; i < x; i++) {
+            for (int j = 0; j < y; j++) {
+                if (i < tx && j < ty) {
+                    if (outMatrix.getNumber(i, j) > th) {//需要拿出来的像素
+                        pr.setNub(i, j, r.getNumber(i, j));
+                        pg.setNub(i, j, g.getNumber(i, j));
+                        pb.setNub(i, j, b.getNumber(i, j));
+                    }
+                }
+            }
+        }
+        outBack.getBackThreeChannelMatrix(picture);
+    }
+}