qubvel / efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

https://arxiv.org/abs/1905.11946

qubvel/efficientnet Issues

I get the following error
Updated 4 months ago1
How to create a new network that has the same backbone but two detection heads: one with the imagenet weights and the second head with the new custom classes. I want to predict both imagenet and custom classes with the model
Updated a year ago
Pickling errors for `preprocess_input` due to `functools.wraps`
Updated 2 years ago
how can i change backbone from resnet to efficientnet
Updated 2 years ago6
Remove `FixedDropout`
Updated 2 years ago
Bad prediction result using EfficientNet
Updated 3 years ago
Difference of EfficientNetB0 between this model and Official Tensorflow
Updated 3 years ago
ValueError: Unknown layer: FixedDropout
Closed 4 years ago6
What does FixedDropout layer does?
Updated 3 years ago5
ModuleNotFoundError: No module named 'keras_applications'
Updated 3 years ago2
unable to load model -Unknown initializer: EfficientConv2DKernelInitializer
Updated 3 years ago1
Failed to get convolution algorithm. This is probably because cuDNN failed to initialize
Updated 3 years ago3
The input must have 3 channels, I need 1 channel
Updated 3 years ago2
The drop connect rate (aka survival rate) is incorrect
Closed 3 years ago2
Invalid argument: Incompatible shapes: [131072] vs. [262144]
Updated 3 years ago1
Efficientnet model not saving completely after training
Updated 3 years ago
Cannot use multiple EfficientNetB7 backbones in the same model
Updated 3 years ago3
I have malimg dataset and i want to apply EfficientNet model, can u help to do that ? be
Closed 3 years ago
ValueError: rate must be a scalar tensor or a float in the range [0, 1), got 1
Updated 3 years ago2
ValueError: rate must be a scalar tensor or a float in the range [0, 1), got 1
Updated 3 years ago1
Some question about the grid search
Updated 3 years ago
EfficientNetL2 tf.keras error
Updated 4 years ago3
Add EfficientNet-lite Models?
Updated 4 years ago17
efficientnetL2 not loading giving error
Updated 4 years ago3
How to take multiple output from pretrained network
Updated 4 years ago
AttributeError: module 'keras.utils' has no attribute 'generic_utils'
Closed 4 years ago3
ValueError: Layer #0 (named "efficientnetb0" in the current model) was found to correspond to layer efficientnet-b0 in the save file. However the new layer efficientnetb0 expects 312 weights, but the saved weights have 309 elements.
Updated 4 years ago1
if _IMAGENET_MEAN is None:
Closed 4 years ago
Depthwise separable convolution for _expand_conv
Updated 4 years ago
Top 1 AND Top 5 ACCURACIES
Updated 4 years ago
Models pre-trained with NoisyStudent
Closed 4 years ago2
how can i retrian the efficientnet model with tensorflow framework?
Updated 4 years ago
preprocess_input function with Lambda layers
Updated 4 years ago
keras transfer learning - retrain EfficientNetB7 Tesla V100 32G out of memory
Updated 4 years ago1
I want to use `input_shape=(28, 28, 3)`
Closed 4 years ago1
Import Error
Updated 4 years ago1
Center crop preprocessing is different from original
Updated 4 years ago
Import error
Closed 4 years ago
what is the precision if train on imagenet directly
Updated 4 years ago
'NoneType' object has no attribute 'image_data_format'
Updated 4 years ago1
'Node' object has no attribute 'output_masks'
Updated 4 years ago1
ValueError when reloading EfficientNet Model in tf.keras
Updated 4 years ago
Model not learning after upgrade to tensorflow 2 and version 1.0.0
Updated 5 years ago5
Efficientnet with Mish
Updated 5 years ago
I want to acess the layers of the Efficient-Net Backbone But I could not?
Updated 5 years ago
ModuleNotFoundError in convert_from_tf_to_keras.sh
Updated 5 years ago
Building in ppc64le machine
Updated 5 years ago
noise_shape in dropout layers
Updated 5 years ago
ResourceExhaustedError while using EfficientNet
Updated 5 years ago2
While downloading the pertained weights: urllib.error.HTTPError: HTTP Error 403: The specified account is disabled.
Closed 5 years ago