Comments (8)
Hi @Andre1998Shuvam,
Thanks for taking an interest in our work.
I processed the short video into individual frames and then ran the model on all of them to get the detected human-object pairs. I didn't release that script because it's very messy, not really designated for general use. If you want to try it yourself, you can adapt from inference.py. Note that depending on the actions, you'll need to adjust the action score threshold to make sure there are neither too many nor too few detections. Afterwards, you should be able to find some free software to generate a .gif
file from images.
I might implement a general script in the future. But since my primary focus is still on research, I can't say when that will happen.
Fred.
from upt.
Ok. Thank you! How did you get the name of the objects and write the activity along with the object on top of the bounding boxes? Like "holding a remote"? Thanks again!
from upt.
It depends on the dataset the model is trained on.
The object types are the same as 80 objects in MS COCO. For the HICO-DET model, there are 117 actions types. The names of the objects and actions are accessible in the dataset class HICODet
under HICODet.objects
and HICODet.verbs
.
Fred.
from upt.
Ok. Is there any way to find out which box is indicating which object?
from upt.
I'm not sure what you mean. Each bounding box has its own coordinates and an object class. After overlaying the box onto an image, it should be clear which object it corresponds to.
from upt.
Ok. So, each bounding box will have an object class and that object class will be one of the classes of the HICODET dataset, right?
from upt.
Yes, that's true. And there are 80 object classes in total, same as MS COCO.
from upt.
Ok. Thank you very much!
from upt.
Related Issues (20)
- list index out of range HOT 2
- error when test vcoco HOT 14
- confused about the vcoco dataset HOT 3
- HICO-DET training accuracy problem HOT 2
- A question about v-coco dataset HOT 2
- Detection results, mAP calculation HOT 2
- torch.multiprocessing.spawn.ProcessRaisedException HOT 2
- Multiple loss training code HOT 2
- train HOT 2
- Detected human–object interactions on video HOT 1
- VCOCO Scenario 1 and Scenario 2 HOT 1
- AttributeError: 'Namespace' object has no attribute 'lr_backbone' HOT 7
- list out of range and checkpoint's state_dict mismatch HOT 2
- UPT predicts scenario 1 of V-COCO HOT 2
- Validation set division on HICO-DET HOT 4
- Real-time measurement HOT 1
- GFLOPs and params HOT 1
- Code to visualize attention maps HOT 1
- suppress overconfident objects HOT 1
- VCOCO evaluation HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from upt.