mim VS mmpretrain

Compare mim vs mmpretrain and see what are their differences.

mim

MIM Installs OpenMMLab Packages (by open-mmlab)
Openmmlab mim
Source Code
openmim.readthedocs.io
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mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark (by open-mmlab)
image-classification resnet mobilenet Pytorch Deep Learning swin-transformer beit clip constrastive-learning convnext mae masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal
Source Code
mmpretrain.readthedocs.io
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mim mmpretrain
1 2
329 3,171
1.2% 2.6%
5.6 7.8
5 months ago 14 days ago
Python Python
Apache License 2.0 Apache License 2.0
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.

mim

Posts with mentions or reviews of mim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-21.

mmpretrain

Posts with mentions or reviews of mmpretrain. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-21.

What are some alternatives?

When comparing mim and mmpretrain you can also consider the following projects:

mmgeneration - MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

efficientnet - Implementation of EfficientNet model. Keras and TensorFlow Keras.

mmhuman3d - OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

ModelZoo.pytorch - Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

mmcv - OpenMMLab Computer Vision Foundation

senet.pytorch - PyTorch implementation of SENet

ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform

AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

mmdetection3d - OpenMMLab's next-generation platform for general 3D object detection.

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

mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark

TFLiteClassification - TensorFlow Lite Image Classification Python Implementation

mim vs mmgeneration mmpretrain vs efficientnet mim vs mmhuman3d mmpretrain vs ModelZoo.pytorch mim vs mmcv mmpretrain vs senet.pytorch mim vs ncnn mmpretrain vs AdelaiDet mim vs mmdetection3d mmpretrain vs pytorch-image-models mim vs mmfewshot mmpretrain vs TFLiteClassification