mmgeneration VS mmpretrain

Compare mmgeneration vs mmpretrain and see what are their differences.

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV. (by open-mmlab)
Generative Gan Pytorch mmcv Openmmlab generative-adversarial-network diffusion-models
Source Code
mmgeneration.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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mmgeneration mmpretrain
2 2
1,801 3,156
3.2% 4.1%
2.4 7.8
8 months ago 7 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.

mmgeneration

Posts with mentions or reviews of mmgeneration. 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 mmgeneration and mmpretrain you can also consider the following projects:

anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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

mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark

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

mim - MIM Installs OpenMMLab Packages

senet.pytorch - PyTorch implementation of SENet

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

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

rich-text-to-image - Rich-Text-to-Image Generation

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

mmtracking - OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

TFLiteClassification - TensorFlow Lite Image Classification Python Implementation

mmgeneration vs anomalib mmpretrain vs efficientnet mmgeneration vs mmrotate mmpretrain vs ModelZoo.pytorch mmgeneration vs mim mmpretrain vs senet.pytorch mmgeneration vs pytorch-CycleGAN-and-pix2pix mmpretrain vs AdelaiDet mmgeneration vs rich-text-to-image mmpretrain vs pytorch-image-models mmgeneration vs mmtracking mmpretrain vs TFLiteClassification