VTimeLLM
Video Moment LLM
A PyTorch-based Video LLM designed to understand and reason about video moments in terms of time boundaries.
[CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".
231 stars
2 watching
11 forks
Language: Python
last commit: over 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 dcdmllm/momentor | A video Large Language Model designed for fine-grained comprehension and localization in videos with a custom Temporal Perception Module for improved temporal modeling | 58 |
 boheumd/ma-lmm | This project develops an AI model for long-term video understanding | 254 |
 vpgtrans/vpgtrans | Transfers visual prompt generators across large language models to reduce training costs and enable customization of multimodal LLMs | 270 |
 jayleicn/clipbert | An efficient framework for end-to-end learning on image-text and video-text tasks | 709 |
 llyx97/tempcompass | A tool to evaluate video language models' ability to understand and describe video content | 91 |
 antoine77340/howto100m | Provides code and tools for learning joint text-video embeddings using the HowTo100M dataset | 254 |
 penghao-wu/vstar | PyTorch implementation of guided visual search mechanism for multimodal LLMs | 541 |
 viorik/convlstm | An implementation of a spatio-temporal convolutional LSTM module for video autoencoders with differentiable memory | 293 |
 volcengine/vescale | A PyTorch-based framework for training large language models in parallel on multiple devices | 679 |
 damo-nlp-sg/videollama2 | An audio-visual language model designed to advance spatial-temporal modeling and audio understanding in video processing. | 957 |
 t-vi/pytorch-tvmisc | A collection of miscellaneous PyTorch implementations covering various machine learning concepts and techniques | 468 |
| antoine77340/mixture-of-embedding-experts | An open-source implementation of the Mixture-of-Embeddings-Experts model in Pytorch for video-text retrieval tasks. | 118 |
 luogen1996/lavin | An open-source implementation of a vision-language instructed large language model | 513 |
 dvlab-research/llama-vid | An image-based language model that uses large language models to generate visual and text features from videos | 748 |
| jayleicn/tvqa | PyTorch implementation of video question answering system based on TVQA dataset | 172 |