feat generate 新增背景去除 bounding box

This commit is contained in:
zhouchengrong
2024-04-23 08:32:14 +08:00
parent 25fdcdb6b0
commit ae52608951
2 changed files with 24 additions and 1 deletions

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@@ -109,4 +109,24 @@ def remove_background(image):
white_background = np.ones_like(image_obj) * 255
result_image = np.where(result_mask[:, :, None].astype(bool), image_obj, white_background)
return Image.fromarray(result_image)
import cv2
edges = cv2.Canny(result_image, 50, 150)
# 查找轮廓
contours, _ = cv2.findContours(edges, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
# 初始化包围所有外接矩形的大矩形的坐标
x_min, y_min, x_max, y_max = float('inf'), float('inf'), -1, -1
# 遍历所有外接矩形,更新大矩形的坐标
for contour in contours:
x, y, w, h = cv2.boundingRect(contour)
x_min = min(x_min, x)
y_min = min(y_min, y)
x_max = max(x_max, x + w)
y_max = max(y_max, y + h)
# 根据大矩形的坐标来裁剪原始图像
result_image = image[y_min:y_max, x_min:x_max]
# cv2.imshow("", cropped_image)
# cv2.waitKey(0)
return result_image