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“Top-1 accuracies on UCF-101 and HMDB-51. Allaccuracies are averaged over three splits.” Did you train on three splits or only train on one split but test on three split? And is it fair to use Reduce…
jszgz updated
3 years ago
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**(py36) E:\opt\workspace\3D-ResNets-PyTorch-master\util_scripts>python -m generate_video_jpgs \opt\workspace\3D-ResNets-PyTorch-master\data\UCF-101 \opt\workspace\3D-ResNets-PyTorch-master\data\UCF-j…
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Hi,
I am new to deep learning. Could you give me some guideline how to:
1. get the pixel coordinate of the mask (4 greatest values, corresponding to 4 directions of the image) and the bounding box…
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# Check if we have already moved this file, or at least that it
# exists to move.
replace
if not os.path.exists(filename):
with
if not os.path.exists(os.path.join('UCF-101',classname,…
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I met a problem named as "FileNotFoundError: [Errno 2] No such file or directory: 'dataset\\UCF-101\\WalkingWithDog\\img_00001.jpg' when I trained the model using "run_ECOLite_finetune_UCF101.sh".It c…
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Hi, yoosan! Recently, I am doing research on I3D, wanting to make the recurrence of this architecture. But I am confused when I am faced with fine-tuning the pre-trained model on UCF-101, whose result…
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Hello, I tried downloading the dataset from the link you provided in your repository. I couldn't extract it but I realized that the data divided into .jpg frames.
I downloaded the UCF-101 dataset f…
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I am trying to fine-tune the model with UCF-101 dataset.
with the SGD optimizer and lr decay, I can get almost 91.79% accuracy after 6000 steps with BS: 32.
```
global_step = tf.Variable(0, trainab…
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Hi,
As we all know that video representation learning is a hot topic in computer vision community (thanks to recent advances in self-supervised learning), is it time to add a toy example for video …
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Hi,
I probably looked at your train.py and c3d.py files. I want to know why your accuracy is so high without a pre-trained model. I'm confused. If I change to the HMDB51 dataset (only 51 classes), ho…