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30 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/

Fastdup ⭐ 1,313

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.

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

DAGAN: Data Augmentation Generative Adversarial Networks

Cutblur ⭐ 335

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

Copy Paste Aug ⭐ 306

Copy-paste augmentation for segmentation and detection tasks

Ghost Free Shadow Removal ⭐ 260

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

Evoskeleton ⭐ 198

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

Dataset_loaders ⭐ 177

A collection of dataset loaders

Chatgpt Retrievalqa ⭐ 130

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Face_alignment ⭐ 76

caffe face alignment 300w

Semantic_segmentation ⭐ 61

Semantic Segmentation using Fully Convolutional Neural Network.

Generative modeling of synthetic time series data and time series augmentations

GAN based super-resolution (presented at ECCV 2018)

New Yolov1_pytorch ⭐ 37

Crnn Pytorch ⭐ 36

✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

Lrebench ⭐ 30

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

Noisemix ⭐ 27

NoiseMix - data generation for natural language

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Unet Tensorflow ⭐ 20

A brief tensorflow implementation about UNet.

Resnet Cifar10 ⭐ 20

ResNet for Cifar10

Food101 Tensorflow ⭐ 16

🌮 Classify Food Images from the Food-101 Dataset Using Transfer Learning (ResNet50).

Code for EMNLP2020 paper: "Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space"

Image Classification Transfer Learning ⭐ 12

Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0

Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation

Pytorchvision ⭐ 10

The pytvision package consists of my datasets, models, and image transformations methods for computer vision projects. This package also containing the synthetic render methods.

3D household task-based dataset created using customised AI2-THOR.

Official code for our SIBGRAPI 2020 paper: "IDA: Improved Data Augmentation Applied to Salient Object Detection"

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".

Data Augmentation ⭐ 7

General Data Augmentation Algorithms for Object Detection(esp. Yolo)

Handwritten_text_recognition ⭐ 6

Age and Gender Estimation

Age Gender Recognition ⭐ 5

Aerialseg ⭐ 5

A collection of algorithm pipelines for segmentation of aerial imagery implemented by PyTorch.

Data Augmentation Using Deep Convolutional Gan ⭐ 5

This repository contains code for Face generation using Deep convolutional generative adversarial network.

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