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✔(已完结)最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

Home Page: https://zhuanlan.zhihu.com/p/354386182

Jupyter Notebook 100.00%
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python jupyter-notebook

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cv's Issues

iou函数有一点bug

"""
iou函数未检测当两个框没有intersection的时候,如
box1 = (1,2,3,4)
box2 = (5,6,7,8)
"""
def iou(box1, box2):
xi1 = np.maximum(box1_x1, box2_x1)
yi1 = np.maximum(box1_y1, box2_y1)
xi2 = np.minimum(box1_x2, box2_x2)
yi2 = np.minimum(box1_y2, box2_y2)
inter_width = xi1-xi2
inter_height =yi1-yi2
inter_area = inter_width * inter_height
#suggest add the code below
if inter_width>0 and inter_height>0:
inter_area = 0

box1_area = (box1_x1 - box1_x2)*(box1_y1-box1_y2)
box2_area = (box2_x1 - box2_x2)*(box2_y1-box2_y2)
union_area = box1_area +  box2_area - inter_area

# compute the IoU 
iou = inter_area/ union_area

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