From 879dba4d2eae6c57b8b2ee72b05d792e9013ae78 Mon Sep 17 00:00:00 2001 From: 2509165013 <2509165013@student.edu.cn> Date: Thu, 16 Apr 2026 15:51:18 +0800 Subject: [PATCH] 1 --- 260416,2509165013/hw1.py | 21 +++++++++++++++++++++ 260416,2509165013/hw2.py | 24 ++++++++++++++++++++++++ 260416,2509165013/hw3.py | 17 +++++++++++++++++ 3 files changed, 62 insertions(+) create mode 100644 260416,2509165013/hw1.py create mode 100644 260416,2509165013/hw2.py create mode 100644 260416,2509165013/hw3.py diff --git a/260416,2509165013/hw1.py b/260416,2509165013/hw1.py new file mode 100644 index 0000000..c89e229 --- /dev/null +++ b/260416,2509165013/hw1.py @@ -0,0 +1,21 @@ +import numpy as np +image = np.array([ + [100,150,200], + [80,20,180], + [60,90,140], +],dtype=np.uint8) + +print("原图:") +print(image) + +dark_image = np.clip(image - 20, 0, 255).astype(np.uint8) +print("\n变暗20后:") +print(dark_image) + +crop_image = image[0:2, 0:2] +print("\n裁剪左上角2×2区域:") +print(crop_image) + +flip_image = np.fliplr(image) +print("\n水平翻转后:") +print(flip_image) \ No newline at end of file diff --git a/260416,2509165013/hw2.py b/260416,2509165013/hw2.py new file mode 100644 index 0000000..cf3777e --- /dev/null +++ b/260416,2509165013/hw2.py @@ -0,0 +1,24 @@ +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) + +print("原图:") +print(img) + +white_count = np.sum(img == 255) +black_count = np.sum(img == 0) +print(f"\n白色像素(255)数量:{white_count}") +print(f"黑色像素(0)数量:{black_count}") + +img_flipped = np.fliplr(img) +print("\n水平翻转后:") +print(img_flipped) + +img_rotated = np.rot90(img, k=1) +print("\n逆时针旋转90度后:") +print(img_rotated) \ No newline at end of file diff --git a/260416,2509165013/hw3.py b/260416,2509165013/hw3.py new file mode 100644 index 0000000..5c0151b --- /dev/null +++ b/260416,2509165013/hw3.py @@ -0,0 +1,17 @@ +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("\n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