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The Top 23 Vision And Language Open Source Projects

Open source projects categorized as Vision And Language
Categories > Vision And Language
Lavis ⭐ 2,830
LAVIS - A One-stop Library for Language-Vision Intelligence
most recent commit 17 days ago
Vilt ⭐ 952
Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"
most recent commit a year ago
Xmodaler ⭐ 929
X-modaler is a versatile and high-performance codebase for cross-modal analytics(e.g., image captioning, video captioning, vision-language pre-training, visual question answering, visual commonsense reasoning, and cross-modal retrieval).
most recent commit 24 days ago
Prismer ⭐ 846
The implementation of "Prismer: A Vision-Language Model with An Ensemble of Experts".
most recent commit 7 days ago
Dl Nlp Readings ⭐ 813
My Reading Lists of Deep Learning and Natural Language Processing
most recent commit a year ago
Albef ⭐ 804
Code for ALBEF: a new vision-language pre-training method
most recent commit 6 months ago
Awesome Vision Language Pretraining Papers ⭐ 724
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
most recent commit a year ago
Oscar ⭐ 706
Oscar and VinVL
most recent commit a year ago
Vl Bert ⭐ 680
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
most recent commit 6 months ago
Clipbert ⭐ 548
[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.
most recent commit 9 months ago
Uniter ⭐ 418
Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"
most recent commit 2 years ago
Proctoring Ai ⭐ 397
Creating a software for automatic monitoring in online proctoring
most recent commit 3 months ago
Matterport3dsimulator ⭐ 346
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
most recent commit 4 months ago
X Vlm ⭐ 272
X-VLM: Multi-Grained Vision Language Pre-Training (ICML 2022)
most recent commit 4 months ago
Vl T5 ⭐ 245
PyTorch code for "Unifying Vision-and-Language Tasks via Text Generation" (ICML 2021)
most recent commit 7 months ago
Awesome Vision And Language ⭐ 236
A curated list of awesome vision and language resources (still under construction... stay tuned!)
most recent commit 7 months ago
Conceptual 12m ⭐ 235
Conceptual 12M is a dataset containing (image-URL, caption) pairs collected for vision-and-language pre-training.
most recent commit a month ago
Image Captioning ⭐ 188
Implementation of 'X-Linear Attention Networks for Image Captioning' [CVPR 2020]
most recent commit 2 years ago
Awesome Computer Vision ⭐ 186
Awesome Resources for Advanced Computer Vision Topics
most recent commit 3 months ago
Tcl ⭐ 152
code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022
most recent commit 8 months ago
Awesome Vision And Language Pre Training ⭐ 151
Recent Advances in Vision and Language Pre-training (VLP)
most recent commit 19 days ago
Hero ⭐ 125
Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
most recent commit 2 years ago
Arel ⭐ 124
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
most recent commit 2 years ago
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