Ecosyste.ms: Repos

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

GitHub topics: data-augmentation

webdataset/webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

Language: Python - Size: 49.1 MB - Last synced: about 4 hours ago - Pushed: about 5 hours ago - Stars: 1,997 - Forks: 153

personalrobotics/CCIL

Code release and project site for "CCIL: Continuity-based Data Augmentation for Corrective Imitation Learning"

Language: Python - Size: 136 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

Language: Python - Size: 33.2 KB - Last synced: about 23 hours ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

Arvind2903/Detecting-Insurance-Fraud

Develop a classifier to differentiate between real and AI-generated images of damaged cars, identifying actual accidents from fraudulent ones.

Language: Jupyter Notebook - Size: 454 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

saraabme/Cat_Dog_Image_Classification

This project is a deep learning model built with PyTorch that classifies images into two categories: cats and dogs.

Language: Python - Size: 74.2 KB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

Neural-Dreamers/ESC-NAS

Environment Sound Classification with Deep Learning using Hardware Aware - Neural Architecture Search

Language: Jupyter Notebook - Size: 1.5 MB - Last synced: 3 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

feiyuqianye/Python-Image-Processing-Scripts

这个仓库包含一系列用于批量处理图片和文本数据的Python脚本。脚本涵盖了图片重命名、数据增强、加噪声以及其他常用的数据预处理和处理操作。这些工具旨在帮助简化数据处理流程,提高工作效率。

Language: Python - Size: 16.6 KB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

fepegar/torchio

Medical imaging toolkit for deep learning

Language: Python - Size: 44.1 MB - Last synced: 2 days ago - Pushed: 5 days ago - Stars: 1,968 - Forks: 226

juliendenize/torchaug

Library to perform efficient vision data augmentations for CPU/GPU per-sample/batched data.

Language: Python - Size: 2.31 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 22 - Forks: 2

delftdata/autofeat

Source code for augmenting relational datasets through join paths

Language: Jupyter Notebook - Size: 32.8 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 1 - Forks: 2

PandapowrTR/Burobot

Burobot is a toolbox for tasks such as data collection, training, and data cleaning in the field of artificial intelligence.

Language: Python - Size: 449 KB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 1 - Forks: 0

DmitryRyumin/OpenAV

An open-source library for recognition of speech commands in the user dictionary using audiovisual data of the speaker

Language: Python - Size: 106 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 3 - Forks: 1

DefTruth/torchlm

💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.

Language: Python - Size: 154 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 220 - Forks: 23

AlexanderVNikitin/tsgm

Generative modeling of synthetic time series data and time series augmentations

Language: Python - Size: 8.18 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 98 - Forks: 13

juliorodrigues07/manuscript-digit-recognition

Applying Convolutional Neural Networks (CNN) for recognizing manuscript digits.

Language: Jupyter Notebook - Size: 27.7 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 0

anthonyweidai/FullRot_WRMix

Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture

Language: Python - Size: 1.64 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 0

CGCL-codes/TransferAttackSurrogates

The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability". We study how to train surrogates model for boosting transfer attack.

Language: Python - Size: 128 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 7 - Forks: 1

lasopablo/freesurfer-freesurfer-dev-mri_WMHsynthseg

Project at Harvard (HMS and MGH) for Deep Learning-powered WMH quantification. Please refer to the official website for more recent information.

Language: Python - Size: 3.17 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 1

IamBrijeshh/Early_detection_of_lung_cancer_webApp

Early Detection of Lung Cancer Using DataScience Techniques. Type of Application: Web Application

Language: Jupyter Notebook - Size: 477 KB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

mfsungeun/waste-cnn-image-classification

This repository contains code for comparing and evaluating various CNN classification models on a waste image dataset.

Language: Jupyter Notebook - Size: 757 KB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

MSD-IRIMAS/Augmenting-TSC-Elastic-Averaging

Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging

Language: Python - Size: 614 KB - Last synced: 2 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 1

tm4roon/data-augmentation-for-nlp

An implementation of data augmentation methods for natural language processing tasks.

Language: Python - Size: 13 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 12 - Forks: 1

iver56/audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

Language: Python - Size: 9.31 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1,696 - Forks: 176

YuliangXiu/MobilePose

Light-weight Single Person Pose Estimator

Language: Jupyter Notebook - Size: 37 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 627 - Forks: 148

BaumSebastian/ALVA

ALVA: Adversarial Latent Vector Adjustment

Language: Python - Size: 17.8 MB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

vkit-x/vkit

Boosting Document Intelligence

Language: Python - Size: 765 KB - Last synced: 17 days ago - Pushed: 19 days ago - Stars: 21 - Forks: 1

akiomik/pilgram

A python library for instagram filters

Language: Jupyter Notebook - Size: 3.47 MB - Last synced: 17 days ago - Pushed: 19 days ago - Stars: 102 - Forks: 17

Westlake-AI/Awesome-Mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

Size: 313 KB - Last synced: about 23 hours ago - Pushed: 19 days ago - Stars: 86 - Forks: 7

KimRass/Copy-Paste

From-scratch PyTorch implementation of 'Copy-Paste' (Ghiasi et al., 2021) on COCO 2014.

Language: Python - Size: 23.5 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 1 - Forks: 0

Jorgen98/LineShaper

Interactive tool for generating geographically accurate definitions of public transport routes.

Language: TypeScript - Size: 6.3 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

remydecoupes/GeoNLPlify

:earth_africa: :book: A NLP library for data augmentation focusing on spatial information contained in text

Language: Python - Size: 149 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 0

HKUDS/OpenGraph

"OpenGraph: Towards Open Graph Foundation Models"

Language: Python - Size: 58.9 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 121 - Forks: 8

ALebrun-108/BoxSERS

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Language: Jupyter Notebook - Size: 20 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 48 - Forks: 14

vanderschaarlab/synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

Language: Python - Size: 6.89 MB - Last synced: 8 days ago - Pushed: 29 days ago - Stars: 363 - Forks: 48

NVIDIA/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.

Language: C++ - Size: 368 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4,906 - Forks: 603

ugSUBMARINE/image-dms

Predicting mutation effects based on deep mutational scanning data

Language: Python - Size: 39.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

zhao-tong/graph-data-augmentation-papers

A curated list of graph data augmentation papers.

Size: 136 KB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 278 - Forks: 22

Wuyxin/DISC

Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)

Language: Python - Size: 294 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 32 - Forks: 5

onuralpszr/kopikatAPI

KopikatAPI is Python library for interacting with the Kopikat API.

Language: Python - Size: 590 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 15 - Forks: 0

RooTender/augmentator

Ready-to-use tool for image augmentation

Language: Rust - Size: 475 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

Tebmer/Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

Size: 18 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 205 - Forks: 15

horsepurve/DeepB3P3

Masked peptides for low-data peptide drug discovery (BiB 2023)

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

vivichiciudean/aerial-image-augmentation

Generated images from "Data Augmentation for Aerial Images" paper

Size: 38.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4 - Forks: 0

mlcommons/GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

Language: Python - Size: 69.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 137 - Forks: 72

NadavIs56/Skin_Disease_AI

A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.

Language: PureBasic - Size: 4.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 36 - Forks: 10

homayounsr/Classification-Model-for-Speech-Emotions

In this project, I used the RAVDESS dataset with eight emotions, each at two intensities. I built a model extracting five features from speech signals to classify emotions, providing valuable insights.

Language: Jupyter Notebook - Size: 7.24 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

ShendoxParadox/Few-shot-satellite-image-classification-OPS-SAT

Few-shot satellite image classification for bringing deep learning on board OPS-SAT

Language: Python - Size: 3.39 GB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

lionelblonde/simclr-pytorch

PyTorch implementation of SimCLR

Language: Python - Size: 152 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 1

asteroid-team/torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

Language: Python - Size: 2.3 MB - Last synced: 13 days ago - Pushed: about 2 months ago - Stars: 880 - Forks: 86

visual-layer/fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Language: Python - Size: 1.58 GB - Last synced: 1 day ago - Pushed: about 2 months ago - Stars: 1,424 - Forks: 73

ThaDuyx/Augmentify

This is a python script that can be used to do data augmentation on audio. It inverts polarity, pitch shifts, and time stretches and entire folder directory of audio samples.

Language: Python - Size: 7.81 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

sparkfish/augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Language: Python - Size: 245 MB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 303 - Forks: 41

Baizhige/EEGResearchHub

A trusted repository for groundbreaking EEG research code. Some peer-reviewed algorithms (such as EEG data augmentation techniques, EEG classification models) to push the boundaries of neuroscience.

Language: Python - Size: 633 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 9 - Forks: 2

Diamondfan/Child-ASR-Paper

A list of papers for child ASR

Size: 5.91 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 7 - Forks: 2

tranleanh/haze-synthesis

Hazy/Dusty Image Synthesis

Language: Python - Size: 9.45 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 42 - Forks: 3

QData/TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Language: Python - Size: 25.3 MB - Last synced: 6 days ago - Pushed: about 2 months ago - Stars: 2,770 - Forks: 374

quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

Size: 1.32 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 364 - Forks: 17

orbant12/Object-Detection---Tensorflow

🦾Custom Object Detection Model and Process --> 🤖Object Detection Model Training with ⚙️Picked Object +🏷️Custom Label .

Language: Jupyter Notebook - Size: 318 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

NeerajNamani/Disease_Classification_and_Detection

The project develops a lung disease classification model using ResNet-50 on a Jetson Nano Board, achieving high accuracy in detecting Pneumonia, Tuberculosis, Cancer, and COVID-19 from chest X-rays.

Language: Python - Size: 1.89 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

lnstadrum/fastaugment

A handy data augmentation toolkit for image classification put in a single efficient TensorFlow/PyTorch op.

Language: Python - Size: 2.19 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 14 - Forks: 0

Guozheng-Ma/DA-in-visualRL

Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).

Size: 20 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 63 - Forks: 6

SqueezeAILab/LLM2LLM

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Language: Python - Size: 209 KB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 98 - Forks: 8

krish1925/CSM148

Classwork for CS M148 (Introduction to Data Science)

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

FairNLP/perturbers

Low-code neural data augmentation for fairness

Language: Python - Size: 44.9 KB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

iberganzo/ArchaeolDA

ArchaeolDA. Data Augmentation tool for Deep Learning algorithms

Language: Python - Size: 54.9 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 4 - Forks: 1

Tobi-Tob/DataAugmentationDiffusionModels

The goal of this project is to improve data augmentation by incorporating a diffusion model, with a special focus on enriching semantic diversity. The Few-Shot Classification Performance is used as a metric for evaluating the implemented improvements.

Language: Jupyter Notebook - Size: 455 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 4 - Forks: 0

tkarim45/Deep-Face-Detection

This repository hosts a deep learning-based solution for accurate face detection using OpenCV. Leveraging the power of computer vision, the project detects faces in images with high precision and efficiency.

Language: Jupyter Notebook - Size: 6.62 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Po-Hsuan-Huang/High-Throughput-Realistic-Data-Augmentation-Toolkit-for-Opitical-Digit-Detection-on-Fabrics

High Throughput, Realistic Data-Augmentation Toolkit for Opitical Digit Detection on Fabrics in Outdoors Enviroment

Language: HTML - Size: 118 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

marian-nmt/sotastream

A library for data streaming and augmentation

Language: Python - Size: 536 KB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 20 - Forks: 2

HengWeiBin/Oil-Polution-Dataset-with-PIDNet

Oil Pollution Dataset and PIDNet

Language: Python - Size: 98.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 5 - Forks: 0

HKUDS/AdaGCL

[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

Language: Python - Size: 5.61 MB - Last synced: 22 days ago - Pushed: 2 months ago - Stars: 43 - Forks: 2

malllabiisc/DiPS

NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

Language: Python - Size: 501 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 71 - Forks: 16

nguyhu01/Asthma_prediction_ML

A machine learning project aimed at predicting asthma using various ML models and techniques.

Language: Python - Size: 410 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Xovee/ccgl

TKDE 22. CCCL: Contrastive Cascade Graph Learning.

Language: Python - Size: 13.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 28 - Forks: 5

dcarpintero/fastai-deeplearning

Learning notes and projects built for the Deep Learning course by fast.ai

Language: Jupyter Notebook - Size: 5.94 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

LirongWu/awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

Size: 428 KB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 1,294 - Forks: 161

hnuzhy/MultiAugs

Code for my paper "Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training"

Language: Python - Size: 7.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 1

prabhatkc/mpi4py_patches

mpi4py based feature extraction/patch generation for deep learning applications on CT-images

Language: Python - Size: 20.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

fzdayn77/Forward-Forward-Algorithm-for-Self-Supervised-Training-of-Deep-Networks

Implementation of the simCLR framework using the forward-forward algorithm

Language: Python - Size: 86 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

snorkel-team/snorkel

A system for quickly generating training data with weak supervision

Language: Python - Size: 279 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 5,699 - Forks: 855

MontiSebastiano/HDA

Final group project of "Human Data Analytics" course at University of Padova

Language: Jupyter Notebook - Size: 243 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Amirarsalan-sn/face_recognition

A convolutional neural network implemented with tensorflow and trained to recognzie the face of famous persian celebrities.

Language: Python - Size: 6.41 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 6 - Forks: 0

zjunlp/LREBench

Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."

Language: Python - Size: 1.18 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 33 - Forks: 1

volkamerlab/maxsmi

maxsmi: a guide to SMILES augmentation. Find the optimal SMILES augmentation for accurate molecular prediction.

Language: Jupyter Notebook - Size: 219 MB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 27 - Forks: 4

RiccardoDominici/SpeciesOfPlantsClassifier

This repository contains the first challenge from Politecnico di Milano's 2022 Artificial Neural Networks and Deep Learning course, focusing on using convolutional neural networks to classify eight plant species with optimal accuracy, based solely on a provided dataset.

Language: Jupyter Notebook - Size: 194 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

m-nanda/web-ai

This project aims to develop a web-based AI application that predicts the next product a customer is likely to buy, based on historical data. This use case could help marketing teams target customers more effectively.

Language: Jupyter Notebook - Size: 2.08 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

artitw/text2text

Text2Text: Crosslingual NLP/G toolkit

Language: Python - Size: 686 KB - Last synced: 21 days ago - Pushed: 3 months ago - Stars: 274 - Forks: 33

nhauber99/degradr

Python library for realistically degrading images.

Language: Python - Size: 8.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 7 - Forks: 0

TimKong21/Polyp-Segmentation

Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorectal cancer. Features a user-friendly Streamlit web app for easy image processing and analysis, leveraging the Kvasir-SEG dataset for improved healthcare outcomes.

Language: Jupyter Notebook - Size: 200 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

shiqinghuayi19/LLMforEvent

This is the public repository of AAAI 2024 paper "Is a Large Language Model a Good Annotator for Event Extraction"

Size: 2.25 MB - Last synced: 25 days ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

vinit714/--Deep-Learning-for-Fashion-MNIST--Accessory-Classification-Project

This repository contains Python code to classify fashion items using a Convolutional Neural Network (CNN) implemented with TensorFlow and Keras. It includes data preprocessing, model building, training, evaluation, and visualization of results.

Language: Jupyter Notebook - Size: 61.5 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

SubhashKrYadav/RoadToLearnDeepLearning

Journey to Learn Deep Learning with Pytorch from scratch i.e, from Tensor & Gradients to Advance topic like Generative Adversarial Networks

Language: Jupyter Notebook - Size: 1.61 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

BurakAhmet/Handwriting-Digit-Recognition

Instant handwriting digit classification with mnist dataset and TensorFlow

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

lucasmg18/Awarded-Modeling-Competition

This is the Winner solution to the UCM Business Modeling Competition of 2024 in Machine Learning held at the Universidad Complutense de Madrid in Spain in cooperation with the company GMV Innovating Solutions SL

Language: Jupyter Notebook - Size: 2.37 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

CIIC-C-T-Polytechnic-of-Leiria/dataAugmentationTests

INOVMINERAL 4.0 related project repository - Advanced technologies and software for mineral resources

Language: Jupyter Notebook - Size: 44.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

chiaramanna/data_augmentation_LLaMA2

Exploring prompt-based data augmentation by leveraging LLaMA2

Language: Jupyter Notebook - Size: 5.48 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

TimothyZero/MedVision

Medical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.

Language: Python - Size: 39.4 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 40 - Forks: 3

yihong1120/YOLOv8-License-Plate-Insights

This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI integration, enabling versatile real-world applications like vehicle identification, traffic monitoring, and geospatial analysis while capturing vital media metadata for enhanced insights.

Language: Jupyter Notebook - Size: 15 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 1

rahulpulluri/Plant-Disease-Classification

Language: Jupyter Notebook - Size: 45 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

wongwil/CIL

Road Segmentation project as part of the Computational Intelligence Lab Course at ETHZ. We investigate the application of diffusion models for data augmentation in the task of road segmentation.

Language: Jupyter Notebook - Size: 125 MB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Related Keywords
data-augmentation 853 deep-learning 271 machine-learning 162 pytorch 131 python 129 tensorflow 102 computer-vision 99 keras 90 cnn 89 convolutional-neural-networks 85 transfer-learning 78 image-classification 77 nlp 50 image-processing 46 classification 45 opencv 34 deep-neural-networks 33 keras-tensorflow 32 natural-language-processing 31 data-science 29 gan 28 object-detection 28 neural-network 27 neural-networks 27 artificial-intelligence 24 cnn-classification 21 mixup 21 generative-adversarial-network 20 numpy 20 python3 19 jupyter-notebook 18 augmentation 18 image-augmentation 17 dataset 17 regularization 17 cnn-keras 17 bert 16 synthetic-data 16 fine-tuning 15 tensorflow2 14 resnet 14 data-preprocessing 14 text-classification 14 semantic-segmentation 14 self-supervised-learning 13 transformers 13 graph-neural-networks 13 contrastive-learning 12 resnet-50 12 matplotlib 12 cifar10 11 cnn-model 11 batch-normalization 11 generative-model 11 artificial-neural-networks 11 semi-supervised-learning 10 data-generation 10 audio 10 deeplearning 10 time-series 10 ai 10 convolutional-neural-network 10 yolo 10 language-model 10 data 9 feature-extraction 9 vgg16 9 unsupervised-learning 9 representation-learning 9 transformer 9 segmentation 9 lstm 9 synthetic-dataset-generation 9 few-shot-learning 9 mnist 9 speech-recognition 9 image-recognition 8 audio-processing 8 albumentations 8 image-segmentation 8 medical-imaging 8 data-visualization 8 data-augmentation-strategies 8 preprocessing 8 dropout 7 ensemble-learning 7 question-answering 7 self-driving-car 7 embeddings 7 adversarial-attacks 7 rnn 7 robustness 7 gpu 7 imagenet 7 u-net 7 mnist-classification 6 ner 6 3d 6 torchvision 6 named-entity-recognition 6