From 442dbb6acfeaf8ebfd978da292dd2ace77bcc6db Mon Sep 17 00:00:00 2001 From: Glenn Jocher Date: Fri, 20 Dec 2019 09:08:57 -0800 Subject: [PATCH] updates --- test.py | 47 +++++++++++++++++++++++++---------------------- 1 file changed, 25 insertions(+), 22 deletions(-) diff --git a/test.py b/test.py index 4b33d761..9eb0cf89 100644 --- a/test.py +++ b/test.py @@ -223,26 +223,29 @@ if __name__ == '__main__': opt = parser.parse_args() print(opt) - # Test - test(opt.cfg, - opt.data, - opt.weights, - opt.batch_size, - opt.img_size, - opt.conf_thres, - opt.nms_thres, - opt.save_json or any([x in opt.data for x in ['coco.data', 'coco2014.data', 'coco2017.data']])) + study = False + if not study: + # Test + test(opt.cfg, + opt.data, + opt.weights, + opt.batch_size, + opt.img_size, + opt.conf_thres, + opt.nms_thres, + opt.save_json or any([x in opt.data for x in ['coco.data', 'coco2014.data', 'coco2017.data']])) + else: + # Parameter study + y = [] + x = np.arange(0.4, 0.81, 0.1) + for v in x: + y.append(test(opt.cfg, opt.data, opt.weights, opt.batch_size, opt.img_size, 0.1, v, True)[0]) + y = np.stack(y, 0) - # # Parameter study - # y = [] - # x = np.arange(0.4, 0.81, 0.1) - # for v in x: - # y.append(test(opt.cfg, opt.data, opt.weights, opt.batch_size, opt.img_size, 0.1, v, True)[0]) - # y = np.stack(y, 0) - # - # fig, ax = plt.subplots(1, 1, figsize=(12, 6)) - # ax.plot(x, y[:, 2], marker='.', label='mAP@0.5') - # ax.plot(x, y[:, 3], marker='.', label='mAP@0.5:0.95') - # ax.legend() - # fig.tight_layout() - # plt.savefig('parameters.jpg', dpi=200) + # Plot + fig, ax = plt.subplots(1, 1, figsize=(10, 5)) + ax.plot(x, y[:, 2], marker='.', label='mAP@0.5') + ax.plot(x, y[:, 3], marker='.', label='mAP@0.5:0.95') + ax.legend() + fig.tight_layout() + plt.savefig('parameters.jpg', dpi=200)