pytorch-lightning VS detectron2

Compare pytorch-lightning vs detectron2 and see what are their differences.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. (by PyTorchLightning)

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks. (by facebookresearch)
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pytorch-lightning detectron2
12 19
16,408 19,013
3.0% 2.1%
9.9 9.5
about 5 hours ago 5 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.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-18.

detectron2

Posts with mentions or reviews of detectron2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-28.

What are some alternatives?

When comparing pytorch-lightning and detectron2 you can also consider the following projects:

mmdetection - OpenMMLab Detection Toolbox and Benchmark

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

rembg - Rembg is a tool to remove images background.

pytorch-grad-cam - Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence

deep-text-recognition-benchmark - Text recognition (optical character recognition) with deep learning methods.

U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

car-damage-detection - Detectron2 for car damage detection using custom dataset

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

metaflow - :rocket: Build and manage real-life data science projects with ease!