Comments (1)
JoshVarty
commented on August 11, 2024
No it doesn't seem to work with my GPU:
For ResNet-50
10 0.065096 0.054632 0.170271 00:59
11 0.064732 0.053037 0.188043 00:59
12 0.064623 0.053011 0.209544 01:00
VGG-16
0 | 0.105713 | 0.078154 | 0.000000 | 01:21
1 | 0.079525 | 0.073782 | 0.000000 | 01:18
2 | 0.076709 | 0.071444 | 0.000000 | 01:1
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Related Issues (20)
- Investigate range of values in our images HOT 1
- Generate images on the fly HOT 1
- Try different network architectures
- Consider other models HOT 7
- Try without imagenet normalization HOT 2
- Look at what we're getting wrong. HOT 3
- Explore the lengths of the noisy dataset and test dataset HOT 1
- Keep Track of Results
- Try with more folds HOT 1
- Try xresnet with PReLU or LeakyReLU HOT 3
- Figure out how many crops to take HOT 1
- Explore lwlwrap HOT 1
- Figure out best label smoothing parameters HOT 2
- Try regenerating dataset with different audio parameters HOT 4
- Correct or remove corrupted audio files
- Consider custom loss function?
- Try with RandomResizedCrop augmentation of melspectrogram?
- Incorporating Noisy Dataset
- Consider incorporating other representations of sound into our model HOT 3
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