chuhanxx / temporal_query_networks Goto Github PK
View Code? Open in Web Editor NEWThe implementation of CVPR2021 paper Temporal Query Networks for Fine-grained Video Understanding
The implementation of CVPR2021 paper Temporal Query Networks for Fine-grained Video Understanding
Hi, thanks for your work!
I feel confused about the dataset preparation, like Diving48 should I extract frames from each mp4?
Hi, thank you for your contribution. Could you tell me where the self.queue in fill_SUFB is defined?
Very wonderful work! But when I download S3D weights pretrained on Kinetics400, I can't open the link. Hope the author can update the link, or send a copy to my email. I would be grateful if I could receive a reply.
I trained tqn on Diving48 with 4 v100 gpus and a batchsize of 16, the best acc output by your test code on 1st stage is about 60%, and the final acc on 2nd stage is 73.5%, I guess this acc is per video acc. Then I used my code to compute per class acc, got about 65% on the second stage.
Both results are lower than the reported results(74.5% per class acc, 80+% per video acc).
Hi! Just tried out a mwe here
import pickle
with open("annotations/gym99_anno.pkl", "r") as file:
l = pickle.load(file)
print(l)
However it errors with the default "utf-8" encoding saying that:
Traceback (most recent call last):
File "scripts/toy.py", line 3, in <module>
l = pickle.load(file)
File "/GPFS/rhome/kunhaozheng/miniconda3/envs/tqn/lib/python3.7/codecs.py", line 322, in decode
(result, consumed) = self._buffer_decode(data, self.errors, final)
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x80 in position 0: invalid start byte
Hi, thanks for your work! I noticed that data.md is unavailable, could you mind helping me by updating the page?
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.