image_pipeline VS DALI

Compare image_pipeline vs DALI and see what are their differences.

image_pipeline

An image processing pipeline for ROS. (by ros-perception)
Ros C++ Python Image processing
Source Code
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DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications. (by NVIDIA)
fast-data-pipeline image-augmentation data-augmentation Image processing Data processing Deep Learning Machine Learning Python neural-network GPU gpu-tensorflow audio-processing Pytorch Mxnet paddle
Source Code
docs.nvidia.com
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image_pipeline DALI
1 5
752 4,917
0.4% 1.0%
8.6 9.6
3 days ago 2 days ago
C++ C++
GNU General Public License v3.0 or later 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.

image_pipeline

Posts with mentions or reviews of image_pipeline. We have used some of these posts to build our list of alternatives and similar projects.

DALI

Posts with mentions or reviews of DALI. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-15.

What are some alternatives?

When comparing image_pipeline and DALI you can also consider the following projects:

eos - A lightweight 3D Morphable Face Model library in modern C++

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

pinocchio - A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

Blurry - Blurry is an easy blur library for Android

OpenCV - Open Source Computer Vision Library

vision - Datasets, Transforms and Models specific to Computer Vision

OpenImageIO - Reading, writing, and processing images in a wide variety of file formats, using a format-agnostic API, aimed at VFX applications.

executorch - On-device AI across mobile, embedded and edge for PyTorch

GDCM - Grassroots DICOM read-only mirror. Only for Pull Request. Please report bug at http://sf.net/p/gdcm

DREAMPlace - Deep learning toolkit-enabled VLSI placement

MegEngine - MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

ocaml-torch - OCaml bindings for PyTorch

image_pipeline vs eos DALI vs Pytorch image_pipeline vs pinocchio DALI vs Blurry image_pipeline vs OpenCV DALI vs vision image_pipeline vs OpenImageIO DALI vs executorch image_pipeline vs GDCM DALI vs DREAMPlace DALI vs MegEngine DALI vs ocaml-torch