diff --git a/zxy.py b/zxy.py new file mode 100644 index 0000000..2967997 --- /dev/null +++ b/zxy.py @@ -0,0 +1,22 @@ +import numpy as np + +image = np.array([ + [100, 150, 200], + [80, 120, 180], + [60, 90, 140] +], dtype=np.uint8) + +print("原图:") +print(image) + +image_dark = (image.astype(np.int16) - 20).clip(0, 255).astype(np.uint8) +print("\n变暗20后:") +print(image_dark) + +image_crop = image[0:2, 0:2] +print("\n裁剪左上角后:") +print(image_crop) + +image_flip = np.fliplr(image) +print("\n水平翻转后:") +print(image_flip) \ No newline at end of file diff --git a/zxy1.py b/zxy1.py new file mode 100644 index 0000000..66fd109 --- /dev/null +++ b/zxy1.py @@ -0,0 +1,21 @@ +import numpy as np + +img = np.array([ + [255, 255, 0, 0], + [255, 255, 0, 0], + [0, 0, 255, 255], + [0, 0, 255, 255] +], dtype=np.uint8) + +white_count = np.sum(img == 255) +black_count = np.sum(img == 0) +print(f"白色像素数量:{white_count}") +print(f"黑色像素数量:{black_count}") + +img_flip = np.fliplr(img) +print("\n水平翻转后的图像:") +print(img_flip) + +img_rot90 = np.fliplr(img.T) +print("\n逆时针旋转90度后的图像:") +print(img_rot90) \ No newline at end of file diff --git a/zxy2.py b/zxy2.py new file mode 100644 index 0000000..25416e4 --- /dev/null +++ b/zxy2.py @@ -0,0 +1,16 @@ +import numpy as np + +feature_map1 = np.array([[1, 0, 1], [0, 1, 0], [1, 0, 1]]) +feature_map2 = np.array([[1, 1, 1], [1, 0, 0], [1, 0, 0]]) + +vector1 = feature_map1.flatten() +vector2 = feature_map2.flatten() + +print("vector1:", vector1) +print("vector2:", vector2) + +euclidean_dist = np.linalg.norm(vector1 - vector2) +print("欧几里得距离:", euclidean_dist) + +cos_similarity = np.dot(vector1, vector2) / (np.linalg.norm(vector1) * np.linalg.norm(vector2)) +print("余弦相似度:", cos_similarity) \ No newline at end of file