ANPR Day 18: ANN - How does it work?

By -
Its working principle is mathematically heavy. Basically, it uses some input values, processes it using a function and then matches the value to a particular class.  

Comments

Post a Comment

Popular posts from this blog

Project Wild Penguin 22.4.2017: To delete directories inside current directory whose contents are less than a given size

By -
With GNU find and GNU coreutils, and assuming your directories don't have newlines in their names: find . -mindepth 1 -maxdepth 1 -type d -exec du -ks {} + | awk '$1 <= 50' | cut -f 2- This will list directories with total contents smaller than 50K. If you're happy with the results and you want to delete them, add | xargs -d \\n rm -rf to the end of the command line. Command: find . -mindepth 1 -maxdepth 1 -type d -exec du -ks {} + | awk '$1 <= 50' | cut -f 2- | xargs -d \\n rm -rf Source:  https://unix.stackexchange.com/questions/214089/command-to-delete-directories-whose-contents-are-less-than-a-given-size
Read more

ANPR Day 10: Pattern Recognition using Statistical Machine Learning Library

By -
For plate localization and character recognition, pattern recognition algorithms are used to teach machine to identify different patterns. This can be achieved using OpenCV's Statistical Machine Learning Library. Today, we have learnt about them and selected two such pattern recognition algorithms that will be used in this project, i.e., SVM and ANN. These algorithms will be discussed in next two weeks.
Read more

ANPR Day 6: Existing Systems

By -
Today, the existing systems were to be studied. But it was found that the existing system for number plate recognition is still basically in pre-technological era. Most of the recognition work is done manually because of which the whole process is long, tedious and lacks any transparency. It is unable to take benefits of the present and future technological capabilities. Due to which most of the traffic and security applications are done through outdated or pedestrian methods which are slow, error-prone and impractical in current scenario. With the advent of information technologies, it has become an increasing necessity that all existing systems be upgraded and integrated with this new technology in order to make these systems more advanced, transparent, fast and better than before. Another motivation for this project was the heinous crime that was committed on 16 December, 2012 in Delhi. In which the 23 year old woman was brutally gang-raped in a moving bus. That bus did not h...
Read more