mmpretrain VS AdelaiDet

Compare mmpretrain vs AdelaiDet and see what are their differences.

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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AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks. (by aim-uofa)
fcos blendmask abcnet object-detection instance-segmentation OCR text-recognition meinst text-detection condinst solo boxinst solov2 densecl adelaidet
Source Code
git.io
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mmpretrain AdelaiDet
2 4
3,171 3,325
2.1% 0.2%
7.8 6.5
11 days ago about 2 months ago
Python Python
Apache License 2.0 GNU General Public License v3.0 or later
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.

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.

AdelaiDet

Posts with mentions or reviews of AdelaiDet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-30.

What are some alternatives?

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

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

CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)

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

mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox

senet.pytorch - PyTorch implementation of SENet

mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.

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

keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

TFLiteClassification - TensorFlow Lite Image Classification Python Implementation

TextRecognitionDataGenerator - A synthetic data generator for text recognition

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

gym_solo - A custom open ai gym environment for solo experimentation.

mmpretrain vs efficientnet AdelaiDet vs CRAFT-pytorch mmpretrain vs ModelZoo.pytorch AdelaiDet vs mmocr mmpretrain vs senet.pytorch AdelaiDet vs mmpose mmpretrain vs pytorch-image-models AdelaiDet vs keras-ocr mmpretrain vs TFLiteClassification AdelaiDet vs TextRecognitionDataGenerator mmpretrain vs biprop AdelaiDet vs gym_solo