core-pytorch-utils
Yet another PyTorch Trainer and some core components for deep learning. (by serend1p1ty)
maed
[ICCV 2021] Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation (by ziniuwan)
| core-pytorch-utils | maed | |
|---|---|---|
| 1 | 1 | |
| 194 | 201 | |
| - | - | |
| 5.3 | 0.0 | |
| 5 days ago | about 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
core-pytorch-utils
Posts with mentions or reviews of core-pytorch-utils.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-01.
-
An elegant and strong PyTorch Trainer
I opened source some works (AAAI 21 SeqNet, ICCV 21 MAED, etc) and earned more than 500 stars. After referring to some popular projects (detectron2, pytorch-image-models, and mmcv), based on my personal development experience, I developed a SIMPLE enough, GENERIC enough, and STRONG enough PyTorch Trainer: core-pytorch-utils, also named CPU. CPU covers most details in the process of training a deep neural network, including:
maed
Posts with mentions or reviews of maed.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-01.
-
An elegant and strong PyTorch Trainer
I opened source some works (AAAI 21 SeqNet, ICCV 21 MAED, etc) and earned more than 500 stars. After referring to some popular projects (detectron2, pytorch-image-models, and mmcv), based on my personal development experience, I developed a SIMPLE enough, GENERIC enough, and STRONG enough PyTorch Trainer: core-pytorch-utils, also named CPU. CPU covers most details in the process of training a deep neural network, including:
What are some alternatives?
When comparing core-pytorch-utils and maed you can also consider the following projects:
pytorch-lightning - Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
SeqNet - [AAAI 2021] Sequential End-to-end Network for Efficient Person Search
mmcv - OpenMMLab Computer Vision Foundation
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.