pustuk

train-CLIP

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

autoencoder-as-feature-extractor-CIFAR-10

CIFAR-10 image classification of imbalanced data using bottleneck features extracted from the autoencoder.

TBH

Auto-Encoding Twin-Bottleneck Hashing for CVPR2020

stacked-autoencoder-pytorch

Stacked denoising convolutional autoencoder written in Pytorch for some experiments.

Autoencoder

Convolutional Autoencoder with SetNet in PyTorch

DSFD-Pytorch-Inference

A High-Performance Pytorch Implementation of face detection models, including RetinaFace and DSFD

artificio

Deep Learning Computer Vision Algorithms for Real-World Use

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

faiss

A library for efficient similarity search and clustering of dense vectors.

Metaphor-Image-Dataset

A small set of metaphor image dataset

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

geomdn

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)

TutorialVQAData

Data for the TutorialVQAData: Question Answering Dataset for Tutorial Videos paper

edx-dl

A simple tool to download video lectures from edx.org (and other openedx sites)

Geocoding-with-Map-Vector

Resources for the ACL 2018 publication "Which Melbourne? Augmenting Geocoding with Maps", published in July 2018.

GeoTxt

trickme-interface

Code for the 2019 TACL Paper "Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples"

question-answer-generation

Question-answer generation from text

ecir_textspace

Information and materials for the 2020 ECIR tutorial Text Meets Space: Geographic Content Extraction, Resolution, and Information Retrieval

pytorch-image-classification

use pytorch to do image classfiication tasks

create-a-hdf5-data-set-for-deep-learning

create your own data set with python library h5py and a simple example for image recognition

pygcn

Graph Convolutional Networks in PyTorch

sister

SImple SenTence EmbeddeR

Scene-Text-Recognition

basic_vqa

Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pytorch-vqa

Strong baseline for visual question answering