An open API service providing repository metadata for many open source software ecosystems.

Topic: "data-augmentation-strategies"

HKUDS/LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

Language: Python - Size: 8.34 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 376 - Forks: 48

KentoNishi/Augmentation-for-LNL

[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".

Language: Python - Size: 50.1 MB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 112 - Forks: 12

JunlinHan/YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Language: Python - Size: 5.3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 104 - Forks: 10

anhtuan85/Data-Augmentation-for-Object-Detection

Data Augmentation For Object Detection using Pytorch and PIL

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 80 - Forks: 21

AkariAsai/logic_guided_qa

The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".

Language: Python - Size: 280 KB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 71 - Forks: 8

StacyYang/HzProc

torch data augmentation toolbox (supports affine transform)

Language: C - Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 55 - Forks: 11

Roni-Lab/MA-rPPG-Video-Toolbox

The source code and pre-trained models for Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing (WACV 2024, Oral).

Language: Python - Size: 106 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 42 - Forks: 7

LiuJF1226/BDEdepth

[IEEE RA-L 2023] Towards Better Data Exploitation In Self-Supervised Monocular Depth Estimation

Language: Python - Size: 9.71 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 40 - Forks: 2

lt3/nfr

Neural Fuzzy Repair (NFR) is a data augmentation pipeline, which integrates fuzzy matches (i.e. similar translations) into neural machine translation.

Language: Python - Size: 34 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 11 - Forks: 2

RUCAIBox/CFCRS Fork of wxl1999/CFCRS

[KDD23] Official PyTorch implementation for "Improving Conversational Recommendation Systems via Counterfactual Data Simulation".

Language: Python - Size: 10.5 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 0

wxl1999/CFCRS

[KDD23] Official PyTorch implementation for "Improving Conversational Recommendation Systems via Counterfactual Data Simulation".

Language: Python - Size: 10.5 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 3

catalinamagalvan/PySimMIBCI

Codes for employing PySimMIBCI for MI-EEG data generation and for using such data with FBCNetToolbox models

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

sonosole/SpeechAugment.jl

A toolkit to augment audios (e.g. noise, reverb, distort, speedup, packet loss, farfield effects).

Language: Julia - Size: 1.11 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 2

KentoNishi/Aug-for-LNL-Extras

Extra bits of unsanitized code for plotting, training, etc. related to our CVPR 2021 paper "Augmentation Strategies for Learning with Noisy Labels".

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: 20 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0

11785-Group-9/BMN-Boundary-Matching-Network Fork of JJBOY/BMN-Boundary-Matching-Network

Pytorch implementation of the paper: "BMN: Boundary-Matching Network for Temporal Action Proposal Generation", along with three new modules to address overfitting issues found in the baseline model, and their ablation studies.

Language: Python - Size: 3.81 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 3

handsomewzy/FkGANDA

This is the official source code of the paper 'Features kept generative adversarial network data augmentation strategy for hyperspectral image classification'

Language: Python - Size: 689 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

snap-research/NodeDup

Node Duplication Improves Cold-start Link Prediction

Language: Python - Size: 74.2 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

nis-research/dfmX-augmentation

Augmentation for CV using frequency shortcuts

Language: Python - Size: 257 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

FelixyZhu/Image-Data-Augmentation-with-CNN-Image-Classification

Applying data augmentation to deep-learning-based (CNN) image classification task.

Language: Jupyter Notebook - Size: 5.41 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

gmp007/THICK2D

Computational toolkit for efficient prediction of the thickness of 2D materials

Language: Python - Size: 6.05 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

lunovian/an-augment

A Python library for advanced and novel data augmentation, combining traditional techniques like cropping and blurring with state-of-the-art generative AI methods such as style transfer, image inpainting, and latent space interpolation. It boosts data diversity for robust machine learning applications.

Language: Python - Size: 646 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Luckilyeee/Solar-Flare-Prediction-through-Time-Series-Data-Augmentation

Solar Flare Prediction through Time Series Data Augmentation

Language: Python - Size: 22.4 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

ialexmp/FGA-Challenge

1st Place (🏆) for Best Face Recognition System in the Face & Gesture Analysis Challenge at UPF

Language: Jupyter Notebook - Size: 283 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Chris96bal/ML_Classification

Spotify Classification Problem 2023

Language: Jupyter Notebook - Size: 740 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Amario1306619051/American-Sign-Language-Augmentation-and-CNN

This repository contains code and resources for building a Convolutional Neural Network (CNN) that can recognize American Sign Language (ASL) images. The model is capable of classifying letters in ASL using high accuracy. The process involves data preprocessing, creating a CNN model, training, evaluation, and utilizing the trained model to recogniz

Language: Jupyter Notebook - Size: 249 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

chayansraj/Vision-Transformer-Research

The purpose of this research project is to compare traditional CNNs to vision transformers, can transformers give a higher AUC when classifying Atypical Femoral Fracture / Normal Femoral Fracture?

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

shareourenthusiasm/r_drop_roberta_dacon

Language: Python - Size: 1.61 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

shareourenthusiasm/lstm_roberta_dacon

RoBERTa에 LSTM 레이어를 추가하여 Multi label dataset 분류

Language: Python - Size: 3.07 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 3

jaaack-wang/text-augmentation-techniques

Common approaches to text augmentation, from random text-editing perturbations, back translation, to model-based transformations.

Language: Jupyter Notebook - Size: 8.39 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ijhrecto/Taglish-Emotion-Recognition-of-Students-during-COVID-19

A study that aims to unfold what emotions did Filipino students manifest during a year of Covid-19 quarantines.

Language: Jupyter Notebook - Size: 7.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

shvbsle/image-augmentation

A light weight CLI for augmenting image datasets for deep learning and ML projects

Language: Python - Size: 5.11 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Related Topics
data-augmentation 11 deep-learning 7 recommendation-system 4 cnn-classification 3 image-classification 3 pytorch 3 computer-vision 3 classification 3 image-processing 3 data-augmentations 3 natural-language-processing 3 data-science 3 recommender-system 3 roberta 2 recommendation 2 object-detection 2 label-noise-robustness 2 label-noise 2 cvpr2021 2 data 2 text-classification 2 pretraining 2 pretrained-models 2 conversation 2 conversational-ai 2 conversational-bots 2 conversational-recommendation 2 conversational-recommender-system 2 data-augumentation 2 dialog 2 dialogue 2 dialogue-systems 2 pretrained-language-model 2 machine-learning 2 jupyter-notebook 2 machine-learning-algorithms 2 cifar10 2 python 2 cnn 2 text-augmentation 2 cifar100 2 feature-engineering-algorithm 1 ensemble-machine-learning 1 data-preprocessing 1 deeplearning 1 cnn-keras 1 classification-algorithm 1 social-media 1 emotion-recognition 1 covid-19 1 hyperparameter-tuning 1 multiclass-classification 1 one-hot-encoding 1 audio-effect 1 semi-supervised-learning 1 song-classification 1 deep-neural-networks 1 cvpr 1 thickness-estimation 1 two-dimensional-materials 1 clothing1m 1 augmentation-policies 1 audio-processing 1 class-imbalance-isssue 1 solar-flare 1 synthetic-data-generation 1 undersampling 1 machine-reading-comprehension 1 question-answering 1 augmentation 1 data-augmentor 1 dataset 1 matplotlib 1 cold-start 1 gnn 1 gnns 1 graph 1 graphml 1 link-prediction 1 ml 1 monocular-depth-estimation 1 self-supervised-learning 1 distortion 1 farfield 1 reverberation 1 speed-perturbation 1 fuzzy-matching 1 fuzzy-repair 1 machine-translation 1 machine-translation-data-processing 1 neural-fuzzy-repair 1 nfr 1 nlp 1 gan 1 hyperspectral-images 1 colloborative-filtering 1 content-based-recommendation 1 graph-augmentation 1 graph-learning 1 multi-modal-recommendation 1