multi-object-tracker
AI
object tracking
SHOW HN2019
multi-object-tracker
OpenCV based multi-object-tracker with various object detection models
github.com#object tracking#opencv#object detection#multi-object tracking#pretrained models
How HN took it
1 positive, 6 neutral or asking, 0 mixed, 1 critical, out of 8 comments about the project. Thread score -0.11.
Idea: 1 for, 1 against
The thread, comment by comment
Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.
positive neutral or mixed critical about another commenter or something else the maker
What HN said
What people liked
Useful tracking resources and pyimagesearch tutorials recommended
From 2 comments
PyImageSearch is a fantastic resource for learning this stuff. Highly recommend it.
nullbyte on HNI've built several object detection systems and you definitely want to fine-tune your model to get good results, even if the object class you want to track is available in a…
alexcnwy on HN
Objections
Thousands of similar object detection repositories already exist
From 1 comment
There arw thousands of these repositories all over the place...
binarysaurus on HN
IOU-based tracking may fail under significant obstructions
From 1 comment
Have you tried using object attributes/features to enable tracking instead of IOU-based tracking? I suspect this tracker falls apart when there are significant obstructions.…
martinshen on HN
Requests
Add Detectron 2 support
From 1 comment
I work a lot with object detection at my current role. Would be cool to add Detectron 2, seems that this library that has some of the state of the art(SOTA) models in object…
mendeza on HN
Add TF Object Detection API support
From 2 comments
I work a lot with object detection at my current role. Would be cool to add Detectron 2, seems that this library that has some of the state of the art(SOTA) models in object…
mendeza on HNIt would be great if your tool integrates popular object detection frameworks such as TF Object Detection API. Would save people a lot of headache installing and configuring in…
mendeza on HN
Build a data labeling and fine-tuning tool
From 2 comments
I work a lot with object detection at my current role. Would be cool to add Detectron 2, seems that this library that has some of the state of the art(SOTA) models in object…
mendeza on HN@mendeza, Thank you for the feedback. I am planning to add detectron models as well to this repository. Initial intention of this project was to avoid direct dependency of any…
adipandas on HN
Questions
Whether attribute/feature-based tracking could replace IOU-based tracking
From 1 comment
Have you tried using object attributes/features to enable tracking instead of IOU-based tracking? I suspect this tracker falls apart when there are significant obstructions.…
martinshen on HN
Alternatives named
Label Studio for labeling and fine-tuning object detection models
From 1 comment
Check out our open-source tool called Label Studio, https://labelstud.io and we have a commercial offering that does exactly this, finetuning the models.
deppp on HN
TF Object Detection API
From 1 comment
I work a lot with object detection at my current role. Would be cool to add Detectron 2, seems that this library that has some of the state of the art(SOTA) models in object…
mendeza on HN
Detectron 2
From 1 comment
I work a lot with object detection at my current role. Would be cool to add Detectron 2, seems that this library that has some of the state of the art(SOTA) models in object…
mendeza on HN
DeepSORT
From 1 comment
Have you tried using object attributes/features to enable tracking instead of IOU-based tracking? I suspect this tracker falls apart when there are significant obstructions.…
martinshen on HN