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related paper
|摘要|
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|The demand of applying semantic segmentation model on mobile devices has been increasing rapidly. Current state-of-the-art networks have enormous amount of parameters he…
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related paper
|摘要|
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|Recently, very deep convolutional neural networks (CNNs) have shown outstanding performance in object recognition and have also been the first choice for dense classific…
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Hello, I trained on my two-category semantic segmentation task. I found that the first few pieces of data trained well, but the performance will be very poor later. I output the gradient information…
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If there no interface or only abnormal interface, linux:
```sh
Thread 4 "ZACTOR" received signal SIGSEGV, Segmentation fault.
[Switching to LWP 69824]
0x00000000005951f7 in freeaddrinfo (p=0x0) …
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Hello, I'm sorry to bother you again, but I'm wondering which one is correct, the true patch_size when you preprocess WSIs
![图片](https://github.com/user-attachments/assets/5e5dc001-63f8-49f7-b833-b98…
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I have troubles with integration of semantic segmentation network and CRF layer.
This is the chunk of code where I'm trying to build a network:
```python
input_shape=(512, 512, 3)
n_class=1
i…
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Such like this:
=====> epoch[161/300] iter: (526/1329) cur_lr: 0.000251 loss: 0.445 time:0.67
=====> epoch[161/300] iter: (527/1329) cur_lr: 0.000251 loss: 0.196 time:0.58
Traceback (most recent …
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Version
equal or higher than v1.16.0 and lower than v1.17.0
### What happened?
When running the preflight,
…
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@jrieke
Hi, everybody, I'm looking forward to contributing this project can I add
1. Semantic Segmentation
2. Generative Adversarial Networks
3. Image Caption
4. Style Transfer
as I t…
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Hello, if I want to train my own model, is the dataset the same as the dataset of the original model, which requires image and mask?