SparK VS mmpretrain

Compare SparK vs mmpretrain and see what are their differences.

SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)
Bert convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution SSL Cnn iclr iclr2023 Deep Learning object-detection Pytorch instance-segmentation mask-rcnn mae masked-autoencoder pretrain pretraining
Source Code
arxiv.org
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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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SparK mmpretrain
3 2
1,388 3,171
- 2.6%
7.3 7.8
3 months ago 13 days ago
Python Python
MIT License 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.

SparK

Posts with mentions or reviews of SparK. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-17.

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 SparK and mmpretrain you can also consider the following projects:

SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.

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

SimMIM - This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

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

mmselfsup - OpenMMLab Self-Supervised Learning Toolbox and Benchmark

senet.pytorch - PyTorch implementation of SENet

cnnimageretrieval-pytorch - CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

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

DeepMalwareDetector - A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

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

TFLiteClassification - TensorFlow Lite Image Classification Python Implementation

biprop - Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing the network.

SparK vs SincNet mmpretrain vs efficientnet SparK vs SimMIM mmpretrain vs ModelZoo.pytorch SparK vs mmselfsup mmpretrain vs senet.pytorch SparK vs cnnimageretrieval-pytorch mmpretrain vs AdelaiDet SparK vs DeepMalwareDetector mmpretrain vs pytorch-image-models mmpretrain vs TFLiteClassification mmpretrain vs biprop