Bienqq
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car-detection-bayes
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updates

This commit is contained in:
Glenn Jocher 2019-12-20 11:18:55 -08:00
parent 821cf9a189
commit 3854b933c3
1 changed files with 9 additions and 8 deletions
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17
test.py
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@ -238,7 +238,7 @@ if __name__ == '__main__':
else: else:
# Parameter study # Parameter study
y = [] y = []
x = np.arange(0.3, 0.9, 0.05) x = np.arange(0.4, 0.9, 0.05)
for v in x: for v in x:
t = time.time() t = time.time()
r = test(opt.cfg, opt.data, opt.weights, opt.batch_size, opt.img_size, opt.conf_thres, v, opt.save_json)[0] r = test(opt.cfg, opt.data, opt.weights, opt.batch_size, opt.img_size, opt.conf_thres, v, opt.save_json)[0]
@ -247,14 +247,15 @@ if __name__ == '__main__':
np.savetxt('study.txt', y, fmt='%10.4g') np.savetxt('study.txt', y, fmt='%10.4g')
# Plot # Plot
fig, ax = plt.subplots(2, 1, figsize=(6, 6)) fig, ax = plt.subplots(3, 1, figsize=(6, 6))
ax[0].plot(x, y[:, 2], marker='.', label='mAP@0.5') ax[0].plot(x, y[:, 2], marker='.', label='mAP@0.5')
ax[0].plot(x, y[:, 3], marker='.', label='mAP@0.5:0.95')
ax[0].legend()
ax[0].set_xlabel('nms_thr')
ax[0].set_ylabel('mAP') ax[0].set_ylabel('mAP')
ax[1].plot(x, y[:, -1], marker='.', label='time') ax[1].plot(x, y[:, 3], marker='.', label='mAP@0.5:0.95')
ax[1].set_xlabel('nms_thr') ax[1].set_ylabel('mAP')
ax[1].set_ylabel('time (s)') ax[2].plot(x, y[:, -1], marker='.', label='time')
ax[2].set_ylabel('time (s)')
for i in range(3):
ax[i].legend()
ax[i].set_xlabel('nms_thr')
fig.tight_layout() fig.tight_layout()
plt.savefig('study.jpg', dpi=200) plt.savefig('study.jpg', dpi=200)