From 4d4fad22a66c025fdd3d0045a364867461cbb88d Mon Sep 17 00:00:00 2001 From: scofield7419 Date: Wed, 4 Dec 2024 00:11:18 +0800 Subject: [PATCH] 1st --- README.md | 124 +- {figures => assets}/MotionEpic.png | Bin {figures => assets}/VoT.png | Bin assets/intro.png | Bin 0 -> 640671 bytes data/AG/prepare.md | 0 data/ActivityNet/prepare.md | 0 data/NExT-QA/prepare.md | 0 data/webvid/config.yaml | 20 + data/webvid/download.sh | 13 + data/webvid/prepare.md | 46 + data/webvid/preprocess.sh | 15 + finetune.sh | 56 + merge_lora_weights.py | 23 + motionepic/__init__.py | 0 motionepic/constants.py | 36 + motionepic/conversation.py | 358 +++++ motionepic/dataset/__init__.py | 4 + motionepic/dataset/base_dataset.py | 230 ++++ motionepic/dataset/catalog.py | 13 + motionepic/dataset/concat_dataset.py | 72 + motionepic/dataset/dataset_utils.py | 569 ++++++++ motionepic/dataset/sampler.py | 227 ++++ motionepic/mm_utils.py | 491 +++++++ motionepic/model/__init__.py | 4 + motionepic/model/apply_delta.py | 48 + motionepic/model/builder.py | 146 ++ motionepic/model/consolidate.py | 29 + .../model/language_model/motionepic_llama.py | 332 +++++ motionepic/model/make_delta.py | 52 + motionepic/model/motionepic_arch.py | 383 ++++++ .../model/multimodal_encoder/builder.py | 17 + .../model/multimodal_encoder/clip_encoder.py | 147 ++ motionepic/model/multimodal_encoder/stsg.py | 177 +++ .../model/multimodal_projector/builder.py | 80 ++ .../model/multimodal_projector/projector.py | 134 ++ .../model/multimodal_projector/qformer.py | 1209 +++++++++++++++++ motionepic/model/utils.py | 20 + motionepic/utils.py | 126 ++ motionepic_trainer.py | 290 ++++ predict.py | 301 ++++ pretrain.sh | 52 + requirements.txt | 27 + scripts/zero2.json | 23 + scripts/zero3.json | 28 + scripts/zero3_offload.json | 56 + train.py | 450 ++++++ train_mem.py | 4 + training_utils.py | 88 ++ 48 files changed, 6492 insertions(+), 28 deletions(-) rename {figures => assets}/MotionEpic.png (100%) rename {figures => assets}/VoT.png (100%) create mode 100644 assets/intro.png create mode 100644 data/AG/prepare.md create mode 100644 data/ActivityNet/prepare.md create mode 100644 data/NExT-QA/prepare.md create mode 100644 data/webvid/config.yaml create mode 100644 data/webvid/download.sh create mode 100644 data/webvid/prepare.md create mode 100644 data/webvid/preprocess.sh create mode 100644 finetune.sh create mode 100644 merge_lora_weights.py create mode 100644 motionepic/__init__.py create mode 100644 motionepic/constants.py create mode 100644 motionepic/conversation.py create mode 100644 motionepic/dataset/__init__.py create mode 100644 motionepic/dataset/base_dataset.py create mode 100644 motionepic/dataset/catalog.py create mode 100644 motionepic/dataset/concat_dataset.py create mode 100644 motionepic/dataset/dataset_utils.py create mode 100644 motionepic/dataset/sampler.py create mode 100644 motionepic/mm_utils.py create mode 100644 motionepic/model/__init__.py create mode 100644 motionepic/model/apply_delta.py create mode 100644 motionepic/model/builder.py create mode 100644 motionepic/model/consolidate.py create mode 100644 motionepic/model/language_model/motionepic_llama.py create mode 100644 motionepic/model/make_delta.py create mode 100644 motionepic/model/motionepic_arch.py create mode 100644 motionepic/model/multimodal_encoder/builder.py create mode 100644 motionepic/model/multimodal_encoder/clip_encoder.py create mode 100644 motionepic/model/multimodal_encoder/stsg.py create mode 100644 motionepic/model/multimodal_projector/builder.py create mode 100644 motionepic/model/multimodal_projector/projector.py create mode 100644 motionepic/model/multimodal_projector/qformer.py create mode 100644 motionepic/model/utils.py create mode 100644 motionepic/utils.py create mode 100644 motionepic_trainer.py create mode 100644 predict.py create mode 100644 pretrain.sh create mode 100644 requirements.txt create mode 100644 scripts/zero2.json create mode 100644 scripts/zero3.json create mode 100644 scripts/zero3_offload.json create mode 100644 train.py create mode 100644 train_mem.py create mode 100644 training_utils.py diff --git a/README.md b/README.md index c6b17ec..4137c65 100644 --- a/README.md +++ b/README.md @@ -1,25 +1,34 @@ -## 🤔🎞️ Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition - - pytorch 1.8.1 - - - pytorch 1.8.1 - - - Build Status - +

+🤔🎞️ Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition +

+ +**ICML (Oral) 2024** + +[Hao Fei](http://haofei.vip/), [Shengqiong Wu](https://chocowu.github.io/), [Wei Ji](), [Hanwang Zhang](https://personal.ntu.edu.sg/hanwangzhang/), [Meishan Zhang](https://zhangmeishan.github.io/), [Mong Li Lee](https://www.comp.nus.edu.sg/~leeml/), and [Wynne Hsu](https://www.comp.nus.edu.sg/~whsu/) + + + + +[![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/2fKCWjetV-Y) +![License](https://img.shields.io/badge/License-BSD-blue.svg) pytorch 1.8.1 +This repository contains the code of ICML 2024 paper [Video-of-Thought](https://is.gd/fcfZeO). -**The implementation of the ICML 2024 paper [Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition](https://is.gd/fcfZeO)** +### 🎉 Visit the project page: [VoT](http://haofei.vip/VoT/) ---------- - ### 🎉 Visit the project page: [VoT](http://haofei.vip/VoT/) ----------- +## Abstract +Existing research of video understanding still struggles to achieve in-depth comprehension and reasoning in complex videos, primarily due to the under-exploration of two key bottlenecks: fine-grained spatial-temporal perceptive understanding and cognitive-level video scene comprehension. +This paper bridges the gap by presenting a novel solution. We first introduce a novel video Multimodal Large Language Model (MLLM), MotionEpic, which achieves fine-grained pixel-level spatial-temporal video grounding by integrating video spatial-temporal scene graph (STSG) representation. +Building upon MotionEpic, we then develop a Video-ofThought (VoT) reasoning framework. VoT inherits the Chain-of-Thought (CoT) core, breaking down a complex task into simpler and manageable sub-problems, and addressing them step-bystep from a low-level pixel perception to highlevel cognitive interpretation. +Extensive experiments across various complex video QA benchmarks demonstrate that our overall framework strikingly boosts existing state-of-the-art. + + ![framework](./assets/intro.png) ## Overview @@ -29,52 +38,111 @@ multiple steps from low to high levels, enabling not only pixel perceptive recog cognitive understanding of videos.

- +

> We also introduce a novel video MLLM, namely MotionEpic, which supports not only video input but also the encoding, understanding and generation of STSGs.

- +

----------- +## Method -## Code +- MotionEpic: Fine-grained Spatial-temporal Grounded Video MLLM + - employ the [Vicuna-7B (v1.5)](https://huggingface.co/lmsys/vicuna-7b-v1.5) as the backbone LLM. To perceive video input, + - adopt the [ViT-L/14](https://huggingface.co/openai/clip-vit-large-patch14) encoder and Q-Former projector. + - design MotionEpic to support the STSG signal, where we +retrofit the Graph Transformer with recurrent propagation to encode the multi-frame STSG information -(TBD) +- Video-of-Thought Reasoning Framework + - Step-1: Task Definition and Target Identification + - Step-2: Object Tracking + - Step-3: Action Analyzing + - Step-4: Question Answering via Ranking + - Step-5: Answer Verification +---- ----------- +## Installation + +Please first clone the repo and install the required environment, which can be done by running the following commands: +``` +conda env create -n motionepic python=3.8 + +conda activate motionepic + +#### CUDA 12.1 +conda install pytorch==2.1.2 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.6 -c pytorch -c nvidia + +git clone https://github.com/scofield7419/Video-of-Thought.git +cd Video-of-Thought + +pip install -r requirements.txt +``` + +---- + +## Training +Firstly, you need to prepare the dataset, including [Action Geome](https://github.com/JingweiJ/ActionGenome), [webvid](), [MSR-VTT](), and [ActivityNet](http://activity-net.org/). +Then, you need to modify the parameter, `DATASET_NAME_LIST` to determine the dataset used for training and fine-tuning. +Next, run the command for training and fine-tuning: +``` +#### for alignment learning +bash pretrain.sh + +#### for finetuning. +bash fine-tune.sh +``` + +---- + +## Inference +We implement CoT-based inference (i.e., VoT), please refer to the [predict.py](predict.py) for details. +Run the command to obtain the results: +``` +python predict.py +``` + +---- ## Citation If you use this work, please kindly cite: ``` -@inproceedings{VoT24Hao, - author = {Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu}, - title = {Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition}, - journal = {Proceedings of the International Conference on Machine Learning (ICML)}, - year = {2024}, -} +@inproceedings{0001W0ZZLH24, + author = {Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu}, + title = {Video-of-Thought: Step-by-Step Video Reasoning from Perception to + Cognition}, + booktitle = {Proceeding of the ICML}, + year = {2024} +} ``` ----------- +---- + +## Acknowledgement +Our code is based on the respective official repositories, [NExT-GPT](next-gpt.github.io), and [graphtransformer](https://github.com/graphdeeplearning/graphtransformer/). We fully thank the authors to release their code. + + + + ### License The code is released under Apache License 2.0 for Noncommercial use only. ----------- - ### Contact For any questions, feel free to contact [Hao Fei](mailto:haofei37@nus.edu.sg). + + + diff --git a/figures/MotionEpic.png b/assets/MotionEpic.png similarity index 100% rename from figures/MotionEpic.png rename to assets/MotionEpic.png diff --git a/figures/VoT.png b/assets/VoT.png similarity index 100% rename from figures/VoT.png rename to assets/VoT.png diff --git a/assets/intro.png b/assets/intro.png new file mode 100644 index 0000000000000000000000000000000000000000..eb3e243c3165597e7428d5d063a166862c14af54 GIT binary patch literal 640671 zcmeEu^;4D6yRRZ3(jd}ENq5(#OF9KtN_;)W}yoyJF2cKBoeu;kZg5-si zn6Ro#>V6trDxvsXkb9L945?7`3sNDHkI@|h3lBEVTQ*l6;8#%Q>!A0Che3SpnCu@# z!cD!;Ch{pcI3`)Es+wjOpU!f6hh$|OoqH`V)O55-FhvkZ{n7u=kDg3X862Vi?<4fm zS3K|jpFaVA9E0>fpZwod`|q|I*&=}`1lSSy9L0HIq~<*t-j8?@1YBjs2HoL!Zy!#& ziQf@R65$JYxO|!}36%OlDc<^cYr*bye{I~9kDh&5h*D>{#vMs1n=~@knN+NpW{p=E z=63nj95&f$?OzCk4l=2~=~cB%0gOaydFvzZ?S9p8HdD(r89v12xBnGqS5FLi4w~RS z^DX!)tw!qXi0|z;hfPP3Q=bhYOat+ZgXQ@zCK4E93ttL8-P>1BXU1=zbS-VB0N~v`{80ckiaS!Rq+1U^x*>;?Y zyxC562>y4a{S@n#koT_Z7~_&hwewb^mHmtsT{*;F*I9XC(`1=Be{Oewjb2Ra5rgmj zGTOLTMsTq+PQ?oiXVYvnwM^IZx}k8}Og71uVfw>9=YI4jLffx7tc6}o#%BRy*b}{7 z(fvMbNbt#HT!FD_fOS-sZBVu91ykxtEYCYPn-{yV*#jYq|XX z@|7%sJPc{fBMBN^$#0Q~I%_?Z1dFl;%ErUSz3`Ws)eNZo=Of!Y1sR;)Y_E)-9qa+W5luF916OfZ*P}19kP1%fdx#y;~ns?znIb*wB?4R;CHovhoNZPE&dhG_HBQr zLe5K$R1ErMzvKJus3dXn3Dv*lr^hQ}#`r>t=H9l#9}2z_EM3H@k_Q3K%br}k zx7#^#X-|)LM}BuJif?PSvcnid-@B~5JlhXKCDOd)LnSh_ApMzQ5XnR7cG8I>w}?Er ztK)ewne(3CP1Vzj@C{S*v4{gGAhD|@_i|g>dK;_TwbI%-+Bvg=wD7m02&7^>mQzJ- zZ8p#duAkdwOs)5o`_5!c!83+|Fwz7{Jx718(r4jO32}*R|6z=R3Np=BR9fP7Firfy zt4V|lTmI*AF81iX_x*`!&7>NeG}4g{I|HuqQPWY&HZ)3*(^nsVvC)z32p;-pPc`!) zdmX(r!BDkggwyuL0N+uwQX->{avCBxgqx}ANAM%ETuPczf<|_{y6!BsI=5sn$%mhc z)pClTMV4>m1FTygI2*6m!UpR_h=!3c6mWE1zBtTV*1aQ2lY3);hmp?BWRs0Vs)-|3 zbOh?xcoVBCi@Bt}$}D+RjJ?V94@p%?^_a9$cO+2`-(fv@naS8{zmt`Jq;blB+9OOZ(5bf_dr^l8$ubD|TT;G5#5m7d2*XXV2Z_-+-!GSD_% zK#kG!8D|AxBc?wU6{LqE^+{_hPC-lSmUy{aCSp&Z-Q7+5l`E45t6lS!SH4{e&PszHn z{riS$U7(w$AQcnRtt`VZSy-v#x)D#&wU~SP&`XukQ#2xR0~QzxT6WX5E*kH4rfh)E zGFX>YZFxAHR7195i2V=VcOFChSK0uoHKk>3xkDC$&-!iVckERdIqsH? 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