[~] Refactor
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@ -1022,43 +1022,56 @@ def kernel_15(
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t2 = 'baseball glove'
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t3 = o_14['o_13']['t1']
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t4 = numpy.where(t3.name.data == t2)[0]
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t5 = t4[-1]
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t6 = t3.video_path.data[t5]
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t7 = t3.frame_id.data[t5]
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t8 = t3.to_dataframe().iloc[t5]
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pprint.pprint([t6, t7])
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pprint.pprint(t8)
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import cv2
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import matplotlib.pyplot
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for k in tqdm.tqdm(range(-10, -1)):
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t5 = t4[-1]
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t6 = t3.video_path.data[t5]
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t7 = t3.frame_id.data[t5]
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t8 = t3.to_dataframe().iloc[t5]
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pprint.pprint([t6, t7])
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pprint.pprint(t8)
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t9 = cv2.VideoCapture(t6)
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t9.set(cv2.CAP_PROP_POS_FRAMES, t7)
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t10 = t9.read()
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t9.release()
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t11 = t10[1]
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t12 = cv2.cvtColor(t11, cv2.COLOR_BGR2RGB)
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t13 = t12.copy()
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t15 = numpy.array([t8.xcenter, t8.ycenter, t8.width, t8.height])
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t16 = numpy.array([t13.shape[1], t13.shape[0], t13.shape[1], t13.shape[0]])
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t17 = t15 * t16
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t18 = t17[:2] - t17[2:] / 2
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t19 = t17[:2] + t17[2:] / 2
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t20 = numpy.array([
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t18[0], t18[1],
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t19[0], t19[1],
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])
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t21 = numpy.round(t20).astype(numpy.int32)
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t14 = cv2.rectangle(
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t13,
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tuple(t21[:2]),
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tuple(t21[2:]),
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(0, 255, 0),
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1,
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)
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pprint.pprint(
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locals()
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)
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import cv2
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import matplotlib.pyplot
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t9 = cv2.VideoCapture(t6)
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t9.set(cv2.CAP_PROP_POS_FRAMES, t7)
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t10 = t9.read()
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t9.release()
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t11 = t10[1]
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t12 = cv2.cvtColor(t11, cv2.COLOR_BGR2RGB)
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t13 = t12.copy()
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t15 = numpy.array([t8.xcenter, t8.ycenter, t8.width, t8.height])
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t16 = numpy.array([t13.shape[1], t13.shape[0], t13.shape[1], t13.shape[0]])
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t17 = t15 * t16
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t18 = t17[:2] - t17[2:] / 2
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t19 = t17[:2] + t17[2:] / 2
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t20 = numpy.array([
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t18[0], t18[1],
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t19[0], t19[1],
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])
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t21 = numpy.round(t20).astype(numpy.int32)
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t14 = cv2.rectangle(
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t13,
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tuple(t21[:2]),
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tuple(t21[2:]),
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(0, 255, 0),
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1,
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)
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pprint.pprint(
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locals()
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)
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f = matplotlib.pyplot.figure()
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matplotlib.pyplot.title(
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'name %s, score %s, frame_id %d' % (
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t8.name,
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t8.confidence,
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t8.frame_id,
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)
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)
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matplotlib.pyplot.imshow(t14)
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f.savefig('kernel_15-%05d.png' % t7)
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matplotlib.pyplot.close(f)
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return dict(
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