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Search results for dataset augmentation
augmentation
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dataset
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73 search results found
Textattack
⭐
2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Keras Fcn
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606
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)
Fixmatch
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550
A simple method to perform semi-supervised learning with limited data.
Toolbox
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347
various cv tools, such as label tools, data augmentation, label conversion, etc.
Dagan
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342
DAGAN: Data Augmentation Generative Adversarial Networks
Cutblur
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335
Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)
Copy Paste Aug
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306
Copy-paste augmentation for segmentation and detection tasks
Horizonnet
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301
Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.
Pytorch Deep Learning Template
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206
A Pytorch Computer Vision template to quick start your next project! 🚀🚀
Tensorflow In Practise Specialization
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193
Four Courses Specialization Tensorflow in practise Specialization
Stylegan2
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171
StyleGAN2 for practice
Tonic
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167
Publicly available event datasets and transforms.
Dl Based Intelligent Diagnosis Benchmark
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155
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
Deep Unet For Satellite Image Segmentation
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155
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Py Image Dataset Generator
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139
Get a large image dataset with minimal effort by grabbing image through the web and generate new ones by image augmentation.
Semantic Segmentation Tutorial Pytorch
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123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
Kerasgru4rec
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107
Keras implementation of GRU4Rec session-based recommender system
Impy
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100
Impy is a Python3 library with features that help you in your computer vision tasks.
Autoalbument
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89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Meme Generator
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87
MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
Face_landmark_dnn
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83
Face Landmark Detector based on Mobilenet V1
Clodsa
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81
Face_alignment
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76
caffe face alignment 300w
Driver Anomaly Detection
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64
PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.
Leafgan
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63
Kaggle Rsna
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61
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Srfeat
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55
GAN based super-resolution (presented at ECCV 2018)
Multiclass Semantic Segmentation
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48
Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]
Remixmatch
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45
Roteqnet
⭐
43
Rotational Equivariant Networks for PyTorch/Python
3dindoor Scenegraphnet
⭐
40
PyTorch implementation of 'SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation' ICCV 2019
New Yolov1_pytorch
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37
Crnn Pytorch
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36
✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition
Classification
⭐
35
Catalyst.Classification
Cnn For Handwritten Kanji
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34
A convolutional neural network for handwritten kanji recognition, written using Keras. Uses elastic distortions for dataset augmentation.
Audioset_augmentor
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33
Sound augmentation using Large-scale audio dataset (Audioset)
Pytorch Unet
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29
2D and 3D UNet implementation in PyTorch.
Dataset Cleaner
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27
Notebook with the necessary instructions and code to clean your computer vision dataset
Models
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21
models built with mlpack
Voc2012 Segmentation
⭐
20
A tool to use Pascal VOC 2012 dataset for Semantic Segmentation
Geca
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19
Multiscale Cnn Classifier
⭐
19
Reproduce GTSRB results of classic deep learning papers.
Adversebinet
⭐
19
Improving Document Binarization via Adversarial Noise-Texture Augmentation
Squad2.q Augmented Dataset
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19
Augmented version of SQUAD 2.0 for Questions
Speech Commands Classification By Lstm Pytorch
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19
Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.
Deepwatersheddetection
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17
Accompanying code for the Deep Watershed Detection paper
Medgan Tips
⭐
16
[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.
Food101 Tensorflow
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16
🌮 Classify Food Images from the Food-101 Dataset Using Transfer Learning (ResNet50).
Babi_tools
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15
Augmentation scripts for the bAbI Dialog Tasks dataset
Tensorflow Crack Classification
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15
CNN for crack classification, intended for use in a crack inspection pipeline (see references).
Rmpe_dataset_server
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13
Realtime Multi-Person Pose Estimation data server. Used as a training and validation data provider in training process.
Kannadahandwritingrecognition
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13
Optical Character Recognition of handwritten documents in Kannada
Learning_invariances_in_speech_recognition
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13
In this work I investigate the speech command task developing and analyzing deep learning models. The state of the art technology uses convolutional neural networks (CNN) because of their intrinsic nature of learning correlated represen- tations as is the speech. In particular I develop different CNNs trained on the Google Speech Command Dataset and tested on different scenarios. A main problem on speech recognition consists in the differences on pronunciations of words among different people: o
Logo_detection
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13
Logo detection and brand recognition
Autoxrd
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12
Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation
Cbert_aug_deprecated
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10
Wwtool
⭐
10
Python Toolkit of Computer Vision Research.
Maskrcnn Utils
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10
Utilities for working with Mask R-CNN, a neural network for object instance segmentation.
Handaugment
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9
HandAugment: A Simple Data Augmentation Method for Depth-Based 3D Hand Pose Estimation
Solutions4students
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9
Actionet
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7
3D household task-based dataset created using customised AI2-THOR.
Luna16
⭐
7
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".
Ida
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7
Official code for our SIBGRAPI 2020 paper: "IDA: Improved Data Augmentation Applied to Salient Object Detection"
Gan Generate Data
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7
Using a GAN to generate a new dataset
Age
⭐
6
Age and Gender Estimation
Yolo_v1
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6
You Only Look Once version 1
Meddleying Maestro
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6
Full-featured Algorithmic Intelligence Music Augmentator (AIMA) with full multi-instrument MIDI output and Karaoke support.
Resnet50_inappropriate_content_detect
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6
Fine tune resnet50 model on Keras to detect images content such as: adult, violence, cartoon, disgusting.
Tfaugmentor
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6
An image augmentation library for tensorflow. It can be used seamlessly with tf.data.Dataset
Age Gender Recognition
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5
Machine_learning_projects
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5
This Repository Contains all my Machine Learning Projects that I have mad for, Competitions that I have Participated or tried for Practice.
Sobr
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5
Pydatset
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5
Load various datasets in Python for computer vision purposes
Behavioral Cloning
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5
Human behavior cloning using Convolutional Neural Networks in order to learn how to steer the car in a simulated track
Data Augmentation Using Deep Convolutional Gan
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5
This repository contains code for Face generation using Deep convolutional generative adversarial network.
Aerialseg
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5
A collection of algorithm pipelines for segmentation of aerial imagery implemented by PyTorch.
Gans_for_data_augmentation
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5
Facial Recognition
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5
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