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deepseek-ai / Janus

Janus-Series: Unified Multimodal Understanding and Generation Models

any-to-any foundation-models 大语言模型 multimodal vision-language-pretraining unified-model

Python

17133

2230

3 个月前

salesforce / LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

深度学习 deep-learning-library image-captioning salesforce vision-and-language vision-framework vision-language-pretraining vision-language-transformer visual-question-anwsering multimodal-datasets multimodal-deep-learning

Jupyter Notebook

10469

1019

5 个月前

deepseek-ai / DeepSeek-VL

DeepSeek-VL: Towards Real-World Vision-Language Understanding

vision-language-model vision-language-pretraining foundation-models

Python

3787

561

1 年前

DAMO-NLP-SG / Video-LLaMA

[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

large-language-models video-language-pretraining vision-language-pretraining blip2 llama minigpt4 cross-modal-pretraining multi-modal-chatgpt

Python

2989

272

10 个月前

mbzuai-oryx / Video-ChatGPT

[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

聊天机器人 clip gpt-4 llama llava vicuna vision-language vision-language-pretraining

Python

1342

112

21 天前

Sense-GVT / DeCLIP

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

big-model clip multi-model self-supervised vision-language-pretraining zero-shot

Python

651

3 年前

TXH-mercury / VALOR

[TPAMI2024] Codes and Models for VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset

vision-language-pretraining

Python

288

4 个月前

mbzuai-oryx / VideoGPT-plus

Official Repository of paper VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

聊天机器人 clip gpt4 gpt4o llama3 llava multimodal vicuna vision-language vision-language-pretraining

Python

270

21 天前

sail-sg / ptp

[CVPR2023] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》

cross-modality vision-language-pretraining

Python

152

2 年前

Surrey-UP-Lab / RegionSpot

Recognize Any Regions

auto-labeling instance-segmentation object-detection open-world vision-language-model vision-language-pretraining zero-shot

Python

121

4 个月前

jusiro / FLAIR

[MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.

foundation-models Medical imaging vision-language-pretraining

Python

115

3 个月前

vgthengane / Continual-CLIP

Official repository for "CLIP model is an Efficient Continual Learner".

clip continual-learning vision-language-pretraining foundational-models baseline

Python

2 年前

ArrowLuo / SegCLIP

PyTorch implementation of ICML 2023 paper "SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation"

semantic-segmentation transfer-learning vision-language-pretraining contrastive-learning

Python

2 年前

HieuPhan33 / CVPR2024_MAVL

Multi-Aspect Vision Language Pretraining - CVPR2024

vision-language-model vision-language-pretraining zero-shot-classification zero-shot-segmentation

Python

8 个月前

marslanm / Multimodality-Representation-Learning

This repository provides a comprehensive collection of research papers focused on multimodal representation learning, all of which have been cited and discussed in the survey just accepted https://dl.acm.org/doi/abs/10.1145/3617833 .

cross-modal multimodal-datasets multimodal-deep-learning multimodal-pre-trained-model transformer-models vision-language-pretraining

2 年前