EfficientNet-PyTorch
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lukemelas
A PyTorch implementation of EfficientNet
how can i using efficientnet to inference a batch images in one time, not circle inference in every image.
I have retrained an efficentnet-b1 model on a custom dataset using pre-trained weights. It works fine and gives correct result when i normalize the image using the torch transform with...
What is the difference between padding operator in efficientnet and conventional padding? Why is the inference time of padding for onnx model slow? If I need to run faster, how...
When loading model with `pretrained=False` set, it will route to https://github.com/lukemelas/EfficientNet-PyTorch/blob/master/hubconf.py#L34 : ```python model = _EfficientNet.from_name( model_name=model_name_, override_params={'num_classes': num_classes}, ) ``` which passes `override_params` to `from_name` method. However, in https://github.com/lukemelas/EfficientNet-PyTorch/blob/master/efficientnet_pytorch/model.py#L321...
is there a fix for this backward compatibility issue yet?
I could not find the EfficientNet.py file inside the the folder efficientnet_pytorch
Hello, I'm using EffNets as backbones of EffDets and I'm facing issues with batch sizes and BatchNorm layers due to memory consumptions of large models. To counter that problem I've...
I have trained efficientNet-B5 on my own dataset. However, i found that same image but got different feature vector everytime i extract feature from the same image. Can you help...
How do you run this distribution?The card master does not move me all the time using the following command GPU python examples/imagenet/main.py --data /data/maq/DataSet/ACCV_WebFG5000_Data/train_test -a efficientnet-b7 -j 8 --epochs 40...
For image similarity measurement, we tried to get the feature vectors using the method model.extract_features(img). However, comparing to nasnet_large for example, not only the feature vector from the EfficientNet is...
