LindaWxd

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

ALBEF

Code for ALBEF: a new vision-language pre-training method

SGRAF

[AAAI2021] The code of “Similarity Reasoning and Filtration for Image-Text Matching”

transformer_rankers

A library to conduct ranking experiments with transformers.

RerankingTransformer

[ICCV 2021] Instance-level Image Retrieval using Reranking Transformers

ltp

Language Technology Platform

lightly

A python library for self-supervised learning on images.

NNCLR

Implementation of the nearest neighbour CLR paper

Synonyms

:herb: 中文近义词：聊天机器人，智能问答工具包

scene_graph_benchmark

image scene graph generation benchmark

Contrastive-Learning-Papers-Codes

A comprehensive list of Awesome Contrastive Learning Papers&Codes.Research include, but are not limited to: CV, NLP, Audio, Video, Multimodal, Graph, Language, etc.

lac

百度NLP：分词，词性标注，命名实体识别，词重要性

KGEmb

Hyperbolic Knowledge Graph embeddings.

X-VLM

X-VLM: Multi-Grained Vision Language Pre-Training (ICML 2022)

ComposeAE

Official code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval

wit

WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.

EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

cross-lingual-cap

Cross-lingual image captioning

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

wise-ft

Robust fine-tuning of zero-shot models

transformers

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

image-retrieval-baseline

cifar2png

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

DeCLIP

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

SLIP

Code release for SLIP Self-supervision meets Language-Image Pre-training

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

flickr8kcn

A bilingual dataset for image captioning

kaggle-api

Official Kaggle API