augmentation · GitHub Topics

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

人工智能 augmentation flourishing life work

Go 30.66 k

1 天前

albumentations-team / albumentations

#计算机科学#Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

翻译 - 快速的图像增强库，易于在其他库周围使用包装器

image-augmentation 机器学习 augmentation 深度学习 detection fast-augmentations segmentation image-segmentation 图像处理 image-classification Python object-detection

Python 14.79 k

3 天前

aleju / imgaug

#计算机科学#Image augmentation for machine learning experiments.

翻译 - 用于机器学习实验的图像增强。

image-augmentation 机器学习 augmentation 深度学习 Image affine-transformation polygon heatmap segmentation-maps keypoints bounding-boxes crop contrast

Python 14.55 k

8 个月前

spotify / pedalboard

#计算机科学#🎛 🔊 A Python library for audio.

翻译 - 用于向音频添加效果的 Python 库。

vst3 vst3-host Python juce audio-unit pybind11 audio-processing audio-production audio-research audio augmentation 机器学习

C++ 5.46 k

5 个月前

ashnkumar / sketch-code

#计算机科学#Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

翻译 - Keras模型可从手绘网站模型生成HTML代码。为绘制的源图像实现图像字幕体系结构。

Keras Tensorflow 图像处理深度学习 augmentation

Python 5.14 k

1 年前

mdbloice / Augmentor

#计算机科学#Image augmentation library in Python for machine learning.

augmentation 机器学习深度学习 neural-networks

Python 5.1 k

1 年前

makcedward / nlpaug

#自然语言处理#Data augmentation for NLP

自然语言处理 augmentation 机器学习人工智能数据科学 adversarial-attacks adversarial-example

Jupyter Notebook 4.54 k

10 个月前

TorchIO-project / torchio

#计算机科学#Medical imaging processing for AI applications.

PyTorch medical-image-computing 深度学习 data-augmentation 机器学习 Python medical-image-processing medical-image-analysis augmentation

Python 2.16 k

1 天前

iver56 / audiomentations

#计算机科学#A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio sound data-augmentation augmentation sound-processing Python 机器学习 music 深度学习 dsp

Python 2.01 k

11 天前

kakaobrain / fast-autoaugment

#计算机科学#Official Implementation of 'Fast AutoAugment' in PyTorch.

翻译 - 在PyTorch中正式实施“快速自动增强”。

深度学习 convolutional-neural-networks PyTorch augmentation image-classification 机器视觉 distributed cnn automl automated-machine-learning

Python 1.6 k

4 年前

BloodAxe / pytorch-toolbelt

#计算机科学#PyTorch extensions for fast R&D prototyping and Kaggle farming

翻译 - PyTorch扩展可用于快速研发原型和Kaggle农业

PyTorch kaggle image-classification image-segmentation 深度学习 segmentation Python 图像处理机器学习 focal-loss augmentation object-detection pipeline

Python 1.54 k

1 个月前

clovaai / CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

翻译 - CutMix正则化器的官方Pytorch实现

cutmix augmentation regularization transfer-learning iccv2019

Python 1.24 k

5 年前

asteroid-team / torch-audiomentations

#计算机科学#Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

data-augmentation PyTorch audio waveform dsp 机器学习深度学习 music sound sound-processing augmentation Python

Python 1.03 k

3 个月前

qubvel / ttach

#计算机科学#Image Test Time Augmentation with PyTorch!

augmentation 深度学习 PyTorch 机器视觉 classification segmentation keypoint-detection

Python 996

2 年前

jasmcaus / caer

#计算机科学#High-performance Vision library in Python. Scale your research, not boilerplate.

翻译 - A lightweight, GPU-accelerated Computer Vision library for high-performance AI research.

Python vision 人工智能机器学习神经网络深度学习 gpu 数据科学图像处理 video-processing caer augmentation 机器视觉 OpenCV CUDA type-checking segmentation image-classification image-segmentation

Python 788

1 年前

ildoonet / pytorch-randaugment

#计算机科学#Unofficial PyTorch Reimplementation of RandAugment.

PyTorch autoaugment augmentation 机器视觉 imagenet cifar classification 深度学习 convolutional-neural-networks

Python 635

2 年前

firmai / deltapy

#计算机科学#DeltaPy - Tabular Data Augmentation (by @firmai)

data-augmentation tabular-data feature-extraction feature-engineering time-series augmentation 数据科学机器学习 finance

Jupyter Notebook 544

2 年前

hahnec / color-matcher

automatic color-grading

color match histogram matching Image colour transfer mkl automatic color-grading photography augmentation

Python 516

13 天前

arcelien / pba

#计算机科学#Efficient Learning of Augmentation Policy Schedules

翻译 - 高效学习扩充政策时间表

机器学习数据科学人工智能深度学习 Python automl data-augmentation augmentation automated-machine-learning Tensorflow convolutional-neural-networks image-classification

Jupyter Notebook 505

5 年前

RLE-Foundation / rllte

#计算机科学#Long-Term Evolution Project of Reinforcement Learning

benchmark-framework long-term-project 机器学习 reinforcement-learning Robotics 深度学习 gym huggingface phasic-policy-gradient drq-v2 pybullet augmentation ppo

Python 471

6 天前