PeterKim1

안녕하세요. 혹시 FashionMNIST의 Normalize 과정에서 넣는 mean, std값은 어떻게 결정한 것인지요?

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안녕하세요? 해당 도서로 공부하고 있는 대학원생입니다. 다름이 아니고, 4, 5장 예제로 FashionMNIST를 사용하고 계신데, torchvision의 transforms를 이용하시는 과정에서 사용된 transforms.Normalize((0.1307,), (0.3081,))은 어떻게 결정한 것인지 궁금합니다. 이것도 모델을 완성하는 사람의 노하우를...

Hello. I have one question about dice loss. According to these code lines(https://github.com/qubvel/segmentation_models/blob/master/segmentation_models/losses.py#L94:L105), dice loss is calculated by "1 - f_score". So, I understood if f_score is lower, than dice...

Hello. I have a question about function 'extract_endpoints' https://github.com/lukemelas/EfficientNet-PyTorch/blob/master/efficientnet_pytorch/model.py#L231 what is reduction level ? (https://github.com/lukemelas/EfficientNet-PyTorch/blob/master/efficientnet_pytorch/model.py#L240) and I want more explanation about this function. Thanks.

How to convert DINOv2 to ONNX?

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Hi. Thanks for your great works. I want to convert dinov2 to onnx, but failed. I try to refer https://github.com/facebookresearch/dinov2/issues/19 this Issue. I apply https://github.com/facebookresearch/dinov2/issues/19#issuecomment-1514310057 this, after that, https://github.com/facebookresearch/dinov2/issues/19#issuecomment-1514398389 this...

### 问题确认 Search before asking - [X] 我已经搜索过问题，但是没有找到解答。I have searched the question and found no related answer. ### 请提出你的问题 Please ask your question Hi. Thanks for your great works. I...

Question: Can I fix model's output's shape?

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### 问题确认 Search before asking - [X] 我已经搜索过问题，但是没有找到解答。I have searched the question and found no related answer. ### 请提出你的问题 Please ask your question Hi. Thanks for your great works. I...

bash: paddle2onnx: command not found => How to fix it?

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**Please fill in the information below so that we can solve the problem quickly, Thanks !** **Describe the bug** A clear and concise description of what the bug is. First,...

UNSUPPORTED_NODE: Assertion failed: scales.is_weights() && "Resize scales must be an initializer!"

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Hi. Thank you for your great works. For converting custom ONNX model to TensorRT model, i used your codes. But cannot convert. Error message is below: [TensorRT] WARNING: onnx2trt_utils.cpp:362: Your...

CUDA out of memory(test_DREAM.py)

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Hello. I tried to run test_DREAM.py, but CUDA out of memory occur. (I use 15.90 GiB memory) I don't know well about all of your codes, but when i check...

Hello. I want to apply this model to large image dataset. (I have over 10,000 images) But RAM memory issue arise. https://github.com/hcw-00/PatchCore_anomaly_detection/blob/main/sampling_methods/kcenter_greedy.py#L95 ` self.features = model.transform(self.X)` I think this code...