Convnet Burden Alternatives

Memory consumption and FLOP count estimates for convnets
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Alternatives To albanie/convnet-burden
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
kuangliu/pytorch-cifar 5,131 0 0 about 3 years ago 0 103 mit Python
95.47% on CIFAR10 with PyTorch
Lyken17/pytorch-OpCounter 4,368 3 71 over 2 years ago 49 September 07, 2022 71 mit Python
Count the MACs / FLOPs of your PyTorch model.
NVIDIA-AI-IOT/torch2trt 4,267 0 0 over 2 years ago 0 320 mit Python
An easy to use PyTorch to TensorRT converter
ethereon/caffe-tensorflow 2,787 0 0 over 6 years ago 0 118 other Python
Caffe models in TensorFlow
divamgupta/image-segmentation-keras 2,729 0 0 over 2 years ago 3 March 27, 2020 158 mit Python
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
sovrasov/flops-counter.pytorch 2,606 5 19 about 2 years ago 20 October 27, 2023 30 mit Python
Flops counter for convolutional networks in pytorch framework
aaron-xichen/pytorch-playground 2,366 0 0 over 3 years ago 0 9 mit Python
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
jcjohnson/cnn-benchmarks 2,247 0 0 over 8 years ago 0 22 mit Python
Benchmarks for popular CNN models
YunYang1994/TensorFlow2.0-Examples 1,692 0 0 over 3 years ago 0 99 mit Jupyter Notebook
🙄 Difficult algorithm, Simple code.
adobe/antialiased-cnns 1,607 0 6 about 3 years ago 6 October 23, 2020 15 other Python
pip install antialiased-cnns to improve stability and accuracy
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