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Handwritten character recognition based on Artifcial Neural Network.

R210-1750 ZAR

Käynnissä
Julkaistu yli 6 vuotta sitten

R210-1750 ZAR

Maksettu toimituksen yhteydessä
The main requirement of this project is to develop a system that can take a hand-written character as input and then detect, extract and recognize characters from digital images with the use of neural networks. The developed system should be able to properly extract the characters one by one. Therefore, the following processes need to be carried out to satisfy the development of the system. i. To design a software algorithm that can recognize input characters and display the corresponding output characters using MATLAB. ii. To detect, extract and recognize characters using Neural Network (NN) and finally display the corresponding output characters in the computer. iii. To study or analyze the performance of the neural network. iv. Compare the performance of the neural network used in this project with other algorithms
Projektin tunnus (ID): 15403766

Tietoa projektista

5 ehdotukset
Etäprojekti
Aktiivinen 6 vuotta sitten

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5 freelancerit tarjoavat keskimäärin R838 ZAR tätä projektia
Käyttäjän avatar
Hi I read your project description and found you are looking for me I am experienced enough deep learning And I am interested in your project Please share your work with me Thanks Relevant Skills and Experience Python, C/C++, OpenCV, machine learning. Proposed Milestones R1088 ZAR - complete
R1 088 ZAR 3 päivässä
5,0 (14 arvostelua)
5,6
5,6
Käyttäjän avatar
Hello! By, handwriting recognition, you mean English language? If no, then you must have to start collecting dataset for your specific requirements. Assuming: We can do CNN (convolution neural nets) for it, to read character by character. It may not be able to recover everything, but like OCR should be able to recover the words. We have 2 steps: Breaking a sentence into characters (difficult for clumsy handwriting), then identify each character. Alternatively, if you just wish to identify a person from handwriting, it's not needed, step 1. Toolset: MATLAB/Octave (as you've asked) : Questions? Whenever you're free, for discussion. I'll need details too. 1) What OTHER algorithms you want co compare to? (Your iv) 2) Do you need any documentation? 3) Any deadlines? Your iii ) About them, performance of NN can be traced using loss functions like accuracy, soft Max. About me: Am a research assistant in machine learning algorithms department. Applications in images (vision), text classification system. Kindly initiate a chat whenever you're free, and interested. If not online shall reply ASAP.
R250 ZAR 2 päivässä
4,9 (17 arvostelua)
4,3
4,3
Käyttäjän avatar
This looks like a very interesting and challenging project. Relevant Skills and Experience I have experience with machine learning and neural networks. Once was a lecturer on NN. Stay tuned, I'm still working on this proposal.
R1 555 ZAR 6 päivässä
0,0 (0 arvostelua)
0,0
0,0
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We can redo, improve, and publish any engineering, scientific MATLAB, SIMULINK, PSPICE, NS2, NS3 based IEEE papers. Relevant Skills and Experience We can redo, improve, and publish any engineering, scientific MATLAB, SIMULINK, PSPICE, NS2, NS3 based IEEE papers. Proposed Milestones R210 ZAR - milestones
R210 ZAR 3 päivässä
0,0 (0 arvostelua)
0,0
0,0

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Maan SOUTH AFRICA lippu
Germiston, South Africa
5,0
1
Maksutapa vahvistettu
Liittynyt syysk. 11, 2017

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