23 lines
2.7 KiB
Plaintext
23 lines
2.7 KiB
Plaintext
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#R=^X <00> @ sN d dl Z d dlZd dlZdd<03> Zdd<05> Zdd<07> Zdd <09> Zdd d
<0A>Zdd<0F> Z dS )<11> Nc C s* t j<01>d| <00>} t j<01>d<02>dkr"| S d| S )N<> <00> r g <00>?)<04>np<6E>random<6F>uniform<72>randint)<01>scale<6C> r <00>h/home/dlsaavedra/Desktop/Rentadrone.cl-ai-test/model-definition-update/keras-yolo3-master/utils/image.py<70> _rand_scale s r c C s || k r | S ||kr|S |S )Nr )Zmin_vZmax_v<5F>valuer r r
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<00>
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_constrain s
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r
c C s |dkrt <00>| d<01>S | S )Nr )<02>cv2<76>flip)<02>imager r r r
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<00> random_flip s r c
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s<> t <00><01> <00><01> tj<03><04> <00> t|<01>| t|<02>| }
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} g <00><01>x2tt<07> <00><01>D <00>] } tt d|<03> | d |
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| <00><03><01> | d< tt d|<04> | d | | <00><03><01> | d< tt d|<04> | d | | <00><03><01> | d< <00> | d <00> | d k<01>s <1E> | d <00> | d k<01>r*<2A>| g7 <00>qD|dkrD<72> | d }
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<00> | d< qDW <00> <00>fdd<08>tt<07> <00><01>D <00><01> <00> S ) Nr <00>xmin<69>xmax<61>ymin<69>ymaxr c s g | ]}|<01>kr<04> | <00>qS r r )<02>.0<EFBFBD>i)<02>boxes<65>
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zero_boxesr r
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<00>
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<listcomp>+ s z*correct_bounding_boxes.<locals>.<listcomp>)
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<EFBFBD>copy<70>deepcopyr r <00>shuffle<6C>float<61>range<67>len<65>intr
)r <00>new_w<5F>new_h<5F>net_w<5F>net_h<5F>dx<64>dyr <00>image_w<5F>image_h<5F>sx<73>syr <00>swapr )r r r
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<00>correct_bounding_boxes s$
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((((4
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r- <00> <00> <00>?c C s t j<01>| |<01>}t|<02>}t|<03>}t<04>| tj<06><02>d<01>} | d d <00>d d <00>df |9 < | d d <00>d d <00>df |9 < | d d <00>d d <00>df |7 < | d d <00>d d <00>df | d d <00>d d <00>df dkd 8 < | d d <00>d d <00>df | d d <00>d d <00>df dk d 7 < t<04>| <00>d<06>tj<08>S )Nr r r r <00><> <00>uint8) r r r r r <00>cvtColor<6F>
COLOR_RGB2HSV<53>astype<70>
COLOR_HSV2RGB)r Zhue<75>
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saturationZexposureZdhueZdsatZdexpr r r
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<00>random_distort_image/ s 88r7 c C s t <00>| ||f<02>}|dkr6tj|d|dfdfddd<05>}n |d d <00>| d <00>d d <00>f }|| |k r<>tj|dd||| fdfddd<05>}|dkr<>tj||dfddfddd<05>}n || d <00>d d <00>d d <00>f }|| |k r<>tj|d||| fddfddd<05>}|d |<04>d |<03>d d <00>f S )Nr )r r <00>constant<6E> )<02>mode<64>constant_values)r <00>resizer <00>pad)r r" r# r$ r% r& r' <00>im_sizedr r r
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<00>apply_random_scale_and_cropD s $ $r? )r. r/ r/ )
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r <00>numpyr r r r
r r- r7 r? r r r r
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<00><module> s
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