OpenMMLab-IoUNet
By thisisi3
PreciseRoIPooling
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590). (by vacancy)
| OpenMMLab-IoUNet | PreciseRoIPooling | |
|---|---|---|
| 1 | 1 | |
| 24 | 764 | |
| - | - | |
| 2.9 | 0.0 | |
| 10 months ago | over 1 year ago | |
| Python | C++ | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
OpenMMLab-IoUNet
Posts with mentions or reviews of OpenMMLab-IoUNet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-09.
-
Implement IoUNet based on MMDetection
Recently I implemented the IoUNet(https://arxiv.org/pdf/1807.11590.pdf) and gains similar results as in the paper. I would like to share this with anyone who's interested: https://github.com/thisisi3/OpenMMLab-IoUNet.
PreciseRoIPooling
Posts with mentions or reviews of PreciseRoIPooling.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-09.
-
Implement IoUNet based on MMDetection
IoU or localization prediction has been an active topic in Object Detection and IoUNet is one of the early models that does that. However the authors only released code for the RoIPrecisePooling(https://github.com/vacancy/PreciseRoIPooling), which is a special RoI pooling method proposed in the paper, to my best knowledge.
What are some alternatives?
When comparing OpenMMLab-IoUNet and PreciseRoIPooling you can also consider the following projects:
darknet_ros - YOLO ROS: Real-Time Object Detection for ROS
fmo-cpp-demo - Fast Moving Objects Detection (demo version)
jetson-inference - Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.