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study changes

This commit is contained in:
Glenn Jocher 2020-06-08 10:42:33 -07:00
parent 1f698af6f1
commit d187459dd4
1 changed files with 5 additions and 4 deletions
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test.py
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@ -234,7 +234,7 @@ if __name__ == '__main__':
parser = argparse.ArgumentParser(prog='test.py')
parser.add_argument('--weights', type=str, default='weights/yolov5s.pt', help='model.pt path')
parser.add_argument('--data', type=str, default='data/coco.yaml', help='*.data path')
parser.add_argument('--batch-size', type=int, default=16, help='size of each image batch')
parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
parser.add_argument('--img-size', type=int, default=640, help='inference size (pixels)')
parser.add_argument('--conf-thres', type=float, default=0.001, help='object confidence threshold')
parser.add_argument('--iou-thres', type=float, default=0.65, help='IOU threshold for NMS')
@ -262,13 +262,14 @@ if __name__ == '__main__':
opt.augment)
elif opt.task == 'study': # run over a range of settings and save/plot
for weights in ['yolov5s.pt', 'yolov5m.pt', 'yolov5l.pt', 'yolov5x.pt', 'yolov3-spp.pt']:
for weights in ['yolov5s.pt', 'yolov5m.pt', 'yolov5l.pt', 'yolov5x.pt']:
f = 'study_%s_%s.txt' % (Path(opt.data).stem, Path(weights).stem) # filename to save to
x = list(range(256, 1024, 64)) # x axis
x = list(range(288, 896, 64)) # x axis
y = [] # y axis
for i in x: # img-size
print('\nRunning %s point %s...' % (f, i))
r, _, t = test(opt.data, weights, opt.batch_size, i, opt.conf_thres, opt.iou_thres, opt.save_json)
y.append(r + t) # results and times
np.savetxt(f, y, fmt='%10.4g') # save
plot_study_txt(f, x) # plot
os.system('zip -r study.zip study_*.txt')
# plot_study_txt(f, x) # plot