detectron2 VS pytorch-lightning

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

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. (by facebookresearch)

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes. (by Lightning-AI)
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detectron2 pytorch-lightning
48 8
28,380 26,611
1.6% 3.0%
7.5 9.9
6 days ago about 13 hours 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.

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 2023-12-09.

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 2023-12-08.

What are some alternatives?

When comparing detectron2 and pytorch-lightning 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

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."

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

rembg - Rembg is a tool to remove images background

deep-text-recognition-benchmark - Text recognition (optical character recognition) with deep learning methods, ICCV 2019

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

lnd - Lightning Network Daemon ⚡️

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

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

Eclair - A scala implementation of the Lightning Network.