Commit 14cfdf0

authored

Update README.md

1 parent a656f8c commit 14cfdf0Copy full SHA for 14cfdf0

File tree

-0

lines changed

-0

lines changed

Lines changed: 3 additions & 0 deletions

Original file line number	Diff line number	Diff line change
`@@ -70,11 +70,14 @@ With Correction clothed leaf by leaf with the dioappoistmest`
`70`	`70`	`Prediction output on Self Test Data`
`71`	`71`	`![PredictionOutput](images/PredictionOutput.png?raw=true "Prediction Output on Self Data")`
`72`	`72`
	`73`	`+<i>See the project [Devnagari Handwritten Word Recognition with Deep Learning](https://github.com/sushant097/Devnagari-Handwritten-Word-Recongition-with-Deep-Learning) for more insights.</i>`
`73`	`74`	`# Further Improvement`
	`75`	`+* Using MDLSTM to recognize whole paragraph at once [Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention](https://arxiv.org/abs/1604.03286)`
`74`	`76`	`* Line segementation can be added for full paragraph text recognition. For line segmentation you can use A* path planning algorithm or CNN model to seperate paragraph into lines.`
`75`	`77`	`* Better Image preprocessing such as: reduce backgoround noise to handle real time image more accurately.`
`76`	`78`	`* Better Decoding approach to improve accuracy. Some of the CTC Decoder found [here](https://github.com/githubharald/CTCDecoder)`
`77`	`79`
`78`	`80`	`Feel Free to improve this project with pull Request.`
`79`	`81`
	`82`	`+`
`80`	`83`	`This is part of my last semester project of Computer Engineering From Tribhuvan University. July 2019`

Comments

(0)