affnet
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability" (by ducha-aiki)
GTSRB
Convolutional Neural Network for German Traffic Sign Recognition Benchmark (by surmenok)
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| affnet | GTSRB | |
|---|---|---|
| 1 | 1 | |
| 261 | 108 | |
| - | - | |
| 0.0 | 10.0 | |
| almost 2 years ago | almost 2 years ago | |
| Python | Jupyter Notebook | |
| MIT License | 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.
affnet
Posts with mentions or reviews of affnet.
We have used some of these posts to build our list of alternatives
and similar projects.
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Determine whether an image, from a given sequence of images, has changed considerably
Maybe you can try using an object detector, with the classes you are interested in and then processing the detections with another network to say if the objects are the same or not. Maybe you can try things like https://github.com/ducha-aiki/affnet
GTSRB
Posts with mentions or reviews of GTSRB.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-23.
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Need help with a project!!
https://github.com/vamsiramakrishnan/TrafficSignRecognition https://github.com/surmenok/GTSRB/blob/master/german-traffic-signs.ipynb https://github.com/alessiamarcolini/deepstreet https://github.com/JamesLuoau/Traffic-Sign-Recognition-with-Deep-Learning-CNN https://github.com/wolfapple/traffic-sign-recognition https://github.com/hellojialee/Traffic_Sign_Recognition_Efficient_CNN
What are some alternatives?
When comparing affnet and GTSRB you can also consider the following projects:
hardnet - Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
TrafficSignRecognition - A Deep Neural Network to do traffic sign recognition