pytorch-image-models VS OpenCV

Compare pytorch-image-models vs OpenCV and see what are their differences.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more [Moved to: https://github.com/huggingface/pytorch-image-models] (by rwightman)
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pytorch-image-models OpenCV
1 196
24,897 75,803
- 1.1%
10.0 9.9
about 1 year ago 1 day ago
Python C++
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-image-models

Posts with mentions or reviews of pytorch-image-models. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-22.

OpenCV

Posts with mentions or reviews of OpenCV. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-13.

What are some alternatives?

When comparing pytorch-image-models and OpenCV you can also consider the following projects:

const_layout - Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

libvips - A fast image processing library with low memory needs.

CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

VTK - Mirror of Visualization Toolkit repository

gen-efficientnet-pytorch - Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

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

detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

CImg - The CImg Library is a small and open-source C++ toolkit for image processing

examples - TensorFlow examples

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

models - Models and examples built with TensorFlow

Boost.GIL - Boost.GIL - Generic Image Library | Requires C++14 since Boost 1.80