syscv / ovtrack Goto Github PK
View Code? Open in Web Editor NEWOVTrack: Open-Vocabulary Multiple Object Tracking [CVPR 2023]
License: Apache License 2.0
OVTrack: Open-Vocabulary Multiple Object Tracking [CVPR 2023]
License: Apache License 2.0
Wonderful work! I want to know how many GPUs did you use to train on that pipeline?
Root Cause (first observed failure):
[0]:
time : 2024-04-28_16:25:13
host : ubuntu
rank : 0 (local_rank: 0)
exitcode : 1 (pid: 1554819)
error_file: <N/A>
traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
I hope to receive your answer!
I noticed in your paper that you mentioned, 'In the validation set of TAO, 295 of the overlapping classes are present. 35 of these classes are defined as rare, which serve as our Cnovel.' and 'In the test set of TAO, there are 324 of the overlapping classes mentioned above present. 33 of these classes are defined as rare, which serve as our Cnovel.' I'd like to inquire whether the novel classes set in your benchmark (TAO's novel classes) overlap with LVIS's novel classes?
If I want to replicate the training step of CLIP distillation, how should I proceed? Can it be achieved through the code in this repository? For example, setting the freeze_detector parameter to False. I feel like this might not be sufficient.
I am very curious about how you obtained weight files such as ovtrack_clip_distillation.pth. Did you use DetPro's training code to obtain the weights for text_head and image_head?
Thanks in advance.
ModuleNotFoundError: No module named 'tao'
Can you share the code for testing Reginclip with Tracktor on the tao dataset
For running the model on an arbitrary video the GETTING_STARTED instructions suggest to use ovtrack_vanilla_clip_prompt.pth checkpoint. Where can I get it from?
Hello,
I noticed that the training cost is not mentioned in the main paper as well as in the supplementary material. I would like to know the GPU model and the number of GPUs required to train the model, as well as the training time. Also, approximately how long will the training script be released?
Thank you.
Thanks for your work!
It seems that there's no instruction to generate lvis_classes_v1.txt. Could you please tell me how to generate this, or just share this file.
Thank you in advance.
Hello, when the full training code will be released, as you said six months ago?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.