Bienqq
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car-detection-bayes
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updates

This commit is contained in:
Glenn Jocher 2019-02-10 21:06:22 +01:00
parent 9d12a162f8
commit 97909df1a6
1 changed files with 48 additions and 33 deletions
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25
detect.py
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@ -8,10 +8,18 @@ from utils.utils import *
from utils import torch_utils from utils import torch_utils
def detect(cfg, weights, images, output='output', img_size=416, conf_thres=0.3, nms_thres=0.45, save_txt=False, def detect(
save_images=True): cfg,
weights,
images,
output='output',
img_size=416,
conf_thres=0.3,
nms_thres=0.45,
save_txt=False,
save_images=True
):
device = torch_utils.select_device() device = torch_utils.select_device()
os.system('rm -rf ' + output) os.system('rm -rf ' + output)
os.makedirs(output, exist_ok=True) os.makedirs(output, exist_ok=True)
@ -39,7 +47,6 @@ def detect(cfg, weights, images, output='output', img_size=416, conf_thres=0.3,
t = time.time() t = time.time()
# Get detections # Get detections
with torch.no_grad():
img = torch.from_numpy(img).unsqueeze(0).to(device) img = torch.from_numpy(img).unsqueeze(0).to(device)
if ONNX_EXPORT: if ONNX_EXPORT:
pred = torch.onnx._export(model, img, 'weights/model.onnx', verbose=True) pred = torch.onnx._export(model, img, 'weights/model.onnx', verbose=True)
@ -92,4 +99,12 @@ if __name__ == '__main__':
opt = parser.parse_args() opt = parser.parse_args()
print(opt) print(opt)
detect(opt.cfg, opt.weights, opt.images, img_size=opt.img_size, conf_thres=opt.conf_thres, nms_thres=opt.nms_thres) with torch.no_grad():
detect(
opt.cfg,
opt.weights,
opt.images,
img_size=opt.img_size,
conf_thres=opt.conf_thres,
nms_thres=opt.nms_thres
)