Comments (6)
I solved the issue by replacing the line in Extract_Feats.py-
frame = skimage.transform.resize(frame,[224,224]) with
frame = skimage.transform.resize(frame,[224,224], preserve_range=True).
I found this solution following this issue-
chenxinpeng/S2VT#5
from video-captioning.
I am facing same problem. I have followed the sequence mentioned and trained the model. while training the results shown are relatable with GT. But while running test file, it always shows same sentence for every video and the sentence contains same words repeatably.
I have attached the error file which contains the training results and testing results.
from video-captioning.
Hi @rupeshchandgude, I think the error that you're mentioning is slightly different from what @Aishwaryabaskaran was facing since your predictions are not using the same model that I provided with the repo. Could you please check if your results make more sense when restoring from the checkpoint I provided?
From your output, it seems that your model is overfitting on the training set. Are you sure you are using regularization techniques correctly in the model?
from video-captioning.
Was this problem solved?? I am using the model weights and checkpoint from the repository but my output is always same (repeated words without ) for any input.
Will be thankful for any hints on this.
from video-captioning.
Thanks for your interest in the repo, I don't think this is a wrong checkpoint file since I created my demo video with this file. How does the train set output look for you?
from video-captioning.
That's great, thanks for sharing @abhaygargab ! Closing this issue for now, please reopen if the above solution doesn't work for anyone.
from video-captioning.
Related Issues (20)
- What version of tensorflow and version of Caffe were tested?
- curr_frames = curr_frames[idx,:,:,:] IndexError: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices
- Error on Extract_Feats HOT 1
- MSVD Dataset
- Can I get the extracted feature files of MSVD video as i am having trouble installing Caffe on my system. HOT 3
- architecture and memory of GPU used for training
- Channel Reversal for VGG HOT 2
- IOError Please help HOT 2
- RuntimeError: The ffmpeg plugin does not work on Python 2.x HOT 1
- drop_out problem
- cap no
- How to use Vid2_Url.txt
- feature extraction
- np.rand?
- Caffe version problem
- Message type "tensorflow.MetaGraphDef" has no field named "version".. HOT 1
- What version of tensorflow and version of Caffe were tested?
- Message type "tensorflow.MetaGraphDef" has no field named "version".. HOT 2
- ImportError: DLL load failed: The specified module could not be found.
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from video-captioning.