Comments (4)
Yes, pretrained CNN is used here,using pretrained cnn (vgg16 here) has 2 benefits:First,
learning the Q function is faster because we need to up-date the parameters of the Q-Network only, while using the deep CNN just as a feed-forward feature extractor. Second, the hierarchy of features is trained with a larger dataset,leveraging generic discriminative features in this method.
from detection-2016-nipsws.
Have you made any changes to the data set voc2012?Why does this error occur when I run the program?
xml.etree.ElementTree.parseError:not well-formed(invalid token):line1,column 0。Could you tell me how to solve this problem?
from detection-2016-nipsws.
Hi,there is a problem that makes me very confused, in the DQN model of the paper, Why did you use 10241024 full connection, instead of 40964096,or other dimensions. Does 1024*1024 have any special meaning?
from detection-2016-nipsws.
thank you! i have a question. It seems that the model_vgg is trained at every epoch, but do not be saved. At test time, the weights of model_vgg is still the Initial weights(i.e. vgg16_weights.h5). Why not save it and use it at test time?
from detection-2016-nipsws.
Related Issues (20)
- pretrained models_pool45_crops weights for pool45_crops_testing models HOT 1
- A wired problem I found when testing the VOC dataset 2007 HOT 1
- I ran into problems when using the vc02012 dataset.
- Time taken per iteration during training?
- flatten error HOT 2
- OSError: [Errno 24] Too many open files: './VOC2012//JPEGImages/2008_008190.jpg' HOT 1
- error in generate_bounding_box_from_annotation HOT 1
- TypeError: __init__() got an unexpected keyword argument 'file' HOT 2
- Yes, pretrained CNN is used here,using pretrained cnn (vgg16 here) has 2 benefits:First, HOT 1
- On precision_recall curve questions
- Multi-class Training
- Could this be able to detect multiple objects in one image? e.g. several aircrafs within one image?
- Used the pre-trained model model_image_zooms_2, it returns action 6 on the very first prediction with similar airplane test images
- ValueError: You are trying to load a weight file containing 0 layers into a model with 16 layers.
- platform
- Negative Dimension size error
- ValueError: You are trying to load a weight file containing 0 layers into a model with 16 layers. HOT 1
- What is the certain version of python in this code? I come across some conflicts on version.
- TypeError: slice indices must be integers or None or have an __index__ method
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