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24 lines
792 B
Python
24 lines
792 B
Python
# encoding: utf-8
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"""
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@author: xingyu liao
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@contact: liaoxingyu5@jd.com
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"""
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import matplotlib.pyplot as plt
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import sys
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sys.path.append('.')
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from fastreid.utils.visualizer import Visualizer
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if __name__ == "__main__":
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baseline_res = Visualizer.load_roc_info("logs/duke_vis/roc_info.pickle")
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mgn_res = Visualizer.load_roc_info("logs/mgn_duke_vis/roc_info.pickle")
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fig = Visualizer.plot_roc_curve(baseline_res['fpr'], baseline_res['tpr'], name='baseline')
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Visualizer.plot_roc_curve(mgn_res['fpr'], mgn_res['tpr'], name='mgn', fig=fig)
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plt.savefig('roc.jpg')
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fig = Visualizer.plot_distribution(baseline_res['pos'], baseline_res['neg'], name='baseline')
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Visualizer.plot_distribution(mgn_res['pos'], mgn_res['neg'], name='mgn', fig=fig)
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plt.savefig('dist.jpg')
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