• Stars
    star
    2,695
  • Rank 16,375 (Top 0.4 %)
  • Language
    Python
  • License
    MIT License
  • Created about 1 year ago
  • Updated about 2 months ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

[CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.

🦜 Ask-Anything [Paper]

Open in Huggingface | | | |
Open in Spaces [VideoChat-7B-8Bit] End2End ChatBOT for video and image.
[VideoChat-7B]End2End ChatBOT for video and image.
[VideoChat-13B]End2End ChatBOT for video and image.
Explicit communication with ChatGPT.

中文 README 及 中文交流群 | Paper

🚀: We update video_chat by instruction tuning for video & image chatting now! Find its details here. We release instruction data at InternVideo. The old version of video_chat moved to video_chat_with_chatGPT.

⭐️: We are also working on a updated version, stay tuned!

🎬 [End2End ChatBot]

english.mp4

🎥 [Communication with ChatGPT]

intro.mp4

🔥 Updates

  • 2023/05/11 End-to-end VideoChat and its technical report.

    • VideoChat: Instruction tuning for video chatting (also supports image one).
    • Paper: We present how we craft VideoChat with two versions (via text and embed) along with some discussions on its background, applications, and more.
  • 2023/04/25 Watch videos longer than one minute with chatGPT

  • 2023/04/21 Chat with MOSS

  • 2023/04/20: Chat with StableLM

  • 2023/04/19: Code release & Online Demo

🔨 Getting Started

Build video chat with:

📄 Citation

If you find this project useful in your research, please consider cite:

@article{2023videochat,
  title={VideoChat: Chat-Centric Video Understanding},
  author={Li, Kunchang and He, Yinan and Wang, Yi and Li, Yizhuo and Wang, Wenhai and Luo, Ping and Wang, Yali and Wang, Limin and Qiao, Yu},
  journal={arXiv preprint arXiv:2305.06355},
  year={2023}
}

Ongoing

Our team constantly studies general video understanding and long-term video reasoning:

  • Strong video foundation model.
  • Video-text dataset and video reasoning benchmark.
  • Video-language system with LLMs.
  • Artificial Intelligence Generated Content (AIGC) for Video.
  • ...

🌤️ Discussion Group

If you have any questions during the trial, running or deployment, feel free to join our WeChat group discussion! If you have any ideas or suggestions for the project, you are also welcome to join our WeChat group discussion!

fa84a0d672d5c3aee492cad6295d3c9

We are hiring researchers, engineers and interns in General Vision Group, Shanghai AI Lab. If you are interested in working with us, please contact Yi Wang ([email protected]).

More Repositories

1

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Python
5,526
star
2

DragGAN

Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" (DragGAN 全功能实现,在线Demo,本地部署试用,代码、模型已全部开源,支持Windows, macOS, Linux)
Python
4,967
star
3

InternGPT

InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
Python
3,123
star
4

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
Python
2,315
star
5

InternVideo

Video Foundation Models & Data for Multimodal Understanding
Python
954
star
6

InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V
Python
936
star
7

OmniQuant

[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
Python
592
star
8

VisionLLM

VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
554
star
9

VideoMamba

VideoMamba: State Space Model for Efficient Video Understanding
Python
506
star
10

GITM

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
445
star
11

VideoMAEv2

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
Python
425
star
12

all-seeing

[ICLR 2024] This is the official implementation of the paper "The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World"
Python
388
star
13

Multi-Modality-Arena

Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, BLIP-2, and many more!
Python
386
star
14

CaFo

[CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners
Python
323
star
15

PonderV2

PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm
Python
302
star
16

DCNv4

[CVPR 2024] Deformable Convolution v4
Python
269
star
17

LAMM

[NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents
Python
267
star
18

UniFormerV2

[ICCV2023] UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer
Python
260
star
19

Instruct2Act

Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model
Python
223
star
20

unmasked_teacher

[ICCV2023 Oral] Unmasked Teacher: Towards Training-Efficient Video Foundation Models
Python
220
star
21

Vision-RWKV

Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
Python
216
star
22

HumanBench

This repo is official implementation of HumanBench (CVPR2023)
Python
207
star
23

gv-benchmark

General Vision Benchmark, GV-B, a project from OpenGVLab
Python
187
star
24

InternVideo2

152
star
25

ControlLLM

ControlLLM: Augment Language Models with Tools by Searching on Graphs
Python
148
star
26

UniHCP

Official PyTorch implementation of UniHCP
Python
137
star
27

efficient-video-recognition

Python
114
star
28

SAM-Med2D

Official implementation of SAM-Med2D
Jupyter Notebook
114
star
29

ego4d-eccv2022-solutions

Champion Solutions for Ego4D Chanllenge of ECCV 2022
Jupyter Notebook
77
star
30

Awesome-DragGAN

Awesome-DragGAN: A curated list of papers, tutorials, repositories related to DragGAN
75
star
31

DiffRate

[ICCV 23]An approach to enhance the efficiency of Vision Transformer (ViT) by concurrently employing token pruning and token merging techniques, while incorporating a differentiable compression rate.
Jupyter Notebook
72
star
32

STM-Evaluation

Python
69
star
33

M3I-Pretraining

69
star
34

ChartAst

ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.
Python
60
star
35

DDPS

Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"
Python
53
star
36

MUTR

[AAAI 2024] Referred by Multi-Modality: A Unified Temporal Transformers for Video Object Segmentation
Python
52
star
37

Awesome-LLM4Tool

A curated list of the papers, repositories, tutorials, and anythings related to the large language models for tools
52
star
38

LORIS

Long-Term Rhythmic Video Soundtracker, ICML2023
Python
47
star
39

Siamese-Image-Modeling

[CVPR 2023]Implementation of Siamese Image Modeling for Self-Supervised Vision Representation Learning
Python
32
star
40

Multitask-Model-Selector

Implementation of Foundation Model is Efficient Multimodal Multitask Model Selector
Python
27
star
41

InternVL-MMDetSeg

Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed
Jupyter Notebook
22
star
42

Official-ConvMAE-Det

Python
13
star
43

opengvlab.github.io

12
star
44

MovieMind

9
star
45

perception_test_iccv2023

Champion Solutions repository for Perception Test challenges in ICCV2023 workshop.
Python
9
star
46

EmbodiedGPT

5
star
47

DriveMLM

3
star
48

.github

2
star