yolact VS segmentation_models.pytorch

Compare yolact vs segmentation_models.pytorch and see what are their differences.

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yolact segmentation_models.pytorch
4 14
4,915 8,700
- -
0.0 2.8
5 months ago 4 days 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.

yolact

Posts with mentions or reviews of yolact. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-29.

segmentation_models.pytorch

Posts with mentions or reviews of segmentation_models.pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-09.

What are some alternatives?

When comparing yolact and segmentation_models.pytorch you can also consider the following projects:

Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0

mmdetection - OpenMMLab Detection Toolbox and Benchmark

mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch

EfficientNet-PyTorch - A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

pyannote-audio - Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

SegmentationCpp - A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

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