qubvel/classification_modelsGitHub
Choose if you need Keras-compatible pretrained classification models; different framework, so not drop-in for PyTorch.
Classification models trained on ImageNet. Keras.
- 1.2k
- Python
- MIT
dormant4.2y ago
Cadene/pretrained-models.pytorch Alternatives
pretrained image classification models
A PyTorch collection of pretrained ConvNet models (NASNet, ResNeXt, ResNet, Inception, Xception, DPN, etc.) with a unified API for transfer learning.
Same job, different approach
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
taehoonlee/tensornetsGitHub
Choose if you need pretrained models in TensorFlow; different framework and API.
High level network definitions with pre-trained weights in TensorFlow
- 996
- Python
- MIT
dormant5.8y ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
alexandonian/pretorched-xGitHub
Stale PyTorch zoo; choose if you also need video/GAN models, but expect no maintenance.
Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.
- 332
- Python
- MIT
dormant4.7y ago
rwightman/pytorch-dpn-pretrainedGitHub
Narrower DPN-only pretrained weights; choose if you only need DPN and want the original MXNet port, but it's stale.
Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation
- 205
- Python
- Apache-2.0
dormant7.3y ago
yeephycho/nasnet-tensorflowGitHub
Single NASNet model in TensorFlow; choose only if you need NASNet in TF and don't mind old code.
A nasnet in tensorflow
- 135
- Python
- Apache-2.0
dormant5.2y ago
titu1994/Keras-NASNetGitHub
Keras NASNet with weights; narrower alternative if you specifically need NASNet in Keras.
"NASNet" models in Keras 2.0+ with weights
- 196
- Python
- MIT
dormant8.4y ago
kentsommer/keras-inceptionV4GitHub
Keras InceptionV4 with pretrained weights; narrow alternative for that one model.
Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)
- 467
- Python
- Apache-2.0
dormant9.1y ago
Listed as an alternative to
These projects were analysed and named pretrained-models.pytorch among their alternatives. The relationship is not symmetric — how pretrained-models.pytorch rates them is a separate judgement, made when pretrained-models.pytorch is analysed in its own right.
huggingface/pytorch-image-modelsGitHub
calls pretrained-models.pytorch “Older pretrained ConvNet zoo; choose if you need its original weight APIs, but it is unmaintained.”
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
37.2kPythonactive