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Change Images Into Texts

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Cognitive Stock Charts

In many applications we need to change a graph or an image back into the data that generate them. This can be done by using the PL Image Understanding Engine developed in Yang's Scientfic Research Institute. LLC. The following are some examples of showing how to change the graphs of Yahoo! stock charts back into price and volumn information.

Examples

The original Chart in image form
The price and volum data recovered from this image. [download the date txt file]
price volumn
31.903955 0.000000
31.903955 24545.454545
31.949153 909.090909
31.949153 909.090909
32.030508 454.545455
32.102825 0.000000
32.188701 1818.181818
32.238418 0.000000
32.211299 3181.818182
32.188701 454.545455
32.215819 0.000000
32.206780 0.000000
32.197740 0.000000
32.184181 1363.636364
32.120904 4090.909091
32.098305 454.545455
32.143503 0.000000
32.170621 909.090909
32.179661 454.545455
32.157062 1818.181818
32.129944 0.000000
32.120904 0.000000
32.111864 0.000000
32.102825 454.545455
32.057627 2272.727273
32.035028 0.000000
32.071186 0.000000
32.116384 0.000000
32.138983 454.545455
32.161582 0.000000
32.188701 2272.727273
32.161582 454.545455
32.157062 454.545455
32.143503 0.000000
32.116384 909.090909
32.120904 0.000000
32.116384 1363.636364
32.120904 0.000000
32.148023 0.000000
32.166102 454.545455
32.152542 7272.727273
32.116384 0.000000
32.102825 909.090909
32.107345 909.090909
32.111864 0.000000
32.134463 2272.727273
32.170621 1818.181818
32.188701 454.545455
32.179661 0.000000
32.161582 0.000000
32.148023 454.545455
32.157062 0.000000
32.129944 3636.363636
32.102825 10000.000000
32.125424 5454.545455
32.166102 0.000000
32.188701 6363.636364
32.184181 4545.454545
32.170621 1363.636364
32.152542 454.545455
32.161582 454.545455
32.179661 0.000000
32.188701 454.545455
32.193220 909.090909
32.206780 0.000000
32.206780 0.000000
32.202260 0.000000
32.193220 0.000000
32.197740 454.545455
32.193220 909.090909
32.188701 0.000000
32.188701 0.000000
32.184181 0.000000
32.179661 3181.818182
32.148023 454.545455
32.111864 2272.727273
32.138983 3181.818182
32.138983 0.000000
32.161582 3181.818182
32.188701 909.090909
32.170621 909.090909
32.184181 909.090909
32.188701 454.545455
32.193220 0.000000
32.197740 909.090909
32.170621 3636.363636
32.148023 2272.727273
32.138983 0.000000
32.129944 0.000000
32.129944 5000.000000
32.148023 5909.090909
32.148023 2272.727273
32.166102 0.000000
32.188701 3181.818182
32.179661 0.000000
32.161582 909.090909
32.179661 909.090909
32.197740 3181.818182
32.157062 5000.000000
32.129944 0.000000
32.157062 7272.727273
32.179661 4545.454545
32.157062 5000.000000
32.170621 8181.818182
32.206780 7272.727273
32.211299 0.000000
32.215819 8636.363636
32.206780 2272.727273
32.166102 909.090909
32.166102 1818.181818
32.161582 0.000000
32.152542 2727.272727
32.157062 7272.727273
32.148023 5000.000000
32.157062 5000.000000
32.175141 1363.636364
32.193220 0.000000
32.206780 5000.000000
32.206780 909.090909
32.206780 454.545455
32.193220 0.000000
32.166102 2272.727273
32.152542 0.000000
32.170621 0.000000
32.197740 5454.545455
32.179661 0.000000
32.161582 0.000000
32.161582 0.000000
32.157062 0.000000
32.157062 0.000000
32.170621 2272.727273
32.206780 6818.181818
32.229379 10909.090909
32.220339 0.000000
32.202260 2272.727273
32.197740 0.000000
32.193220 0.000000
32.188701 0.000000
32.184181 0.000000
32.179661 0.000000
32.166102 0.000000
32.143503 1818.181818
32.143503 6363.636364
32.152542 5000.000000
32.161582 0.000000
32.170621 3636.363636
32.197740 1363.636364
32.215819 9090.909091
32.215819 3636.363636
32.215819 0.000000
32.215819 454.545455
32.215819 454.545455
32.211299 909.090909
32.197740 2272.727273
32.161582 7727.272727
32.152542 0.000000
32.184181 8181.818182
32.215819 14090.909091
32.215819 3181.818182
32.211299 2272.727273
32.197740 0.000000
32.179661 0.000000
32.161582 909.090909
32.157062 9545.454545
32.193220 2727.272727
32.206780 8181.818182
32.206780 0.000000
32.206780 5454.545455
32.206780 1363.636364
32.179661 2727.272727
32.152542 10000.000000
32.152542 0.000000
32.184181 4090.909091
32.215819 5000.000000
32.206780 7272.727273
32.206780 909.090909
32.184181 0.000000
32.161582 0.000000
32.161582 0.000000
32.170621 0.000000
32.188701 0.000000
32.170621 4090.909091
32.166102 7272.727273
32.184181 0.000000
32.206780 15909.090909
32.215819 12272.727273
32.215819 1818.181818
32.215819 2727.272727
32.211299 0.000000
32.211299 1363.636364
32.215819 3636.363636
32.188701 4545.454545
32.188701 5454.545455
32.215819 2272.727273
32.220339 0.000000
32.224859 0.000000
32.229379 2272.727273
32.211299 1818.181818
32.206780 454.545455
32.206780 0.000000
32.206780 0.000000
32.206780 454.545455
32.206780 0.000000
32.206780 0.000000
32.197740 3636.363636
32.184181 0.000000
32.188701 0.000000
32.206780 1818.181818
32.224859 1818.181818
32.238418 2272.727273
32.224859 0.000000
32.197740 3181.818182
32.206780 0.000000
32.215819 0.000000
32.211299 0.000000
32.197740 0.000000
32.188701 0.000000
32.188701 0.000000
32.188701 1363.636364
32.184181 1363.636364
32.197740 4545.454545
32.215819 0.000000
32.233898 2272.727273
32.238418 6363.636364
32.233898 3181.818182
32.220339 909.090909
32.197740 3636.363636
32.179661 0.000000
32.197740 0.000000
32.220339 2727.272727
32.233898 2272.727273
32.238418 454.545455
32.238418 0.000000
32.238418 0.000000
32.233898 0.000000
32.220339 0.000000
32.238418 1363.636364
32.247458 454.545455
32.247458 0.000000
32.251977 4545.454545
32.256497 454.545455
32.261017 0.000000
32.261017 0.000000
32.265537 454.545455
32.265537 0.000000
32.270056 454.545455
32.297175 1818.181818
32.328814 8181.818182
32.337853 3636.363636
32.328814 0.000000
32.324294 454.545455
32.337853 454.545455
32.319774 0.000000
32.310734 1363.636364
32.319774 0.000000
32.319774 0.000000
32.319774 454.545455
32.319774 454.545455
32.319774 0.000000
32.306215 3181.818182
32.297175 0.000000
32.297175 0.000000
32.301695 0.000000
32.301695 0.000000
32.306215 0.000000
32.292655 2272.727273
32.274576 0.000000
32.283616 2272.727273
32.310734 4090.909091
32.319774 5454.545455
32.310734 5454.545455
32.306215 0.000000
32.355932 0.000000
32.419209 21818.181818
32.437288 2727.272727
32.414689 1363.636364
32.392090 2272.727273
32.374011 0.000000
32.346893 909.090909
32.346893 454.545455
32.346893 0.000000
32.346893 454.545455
32.346893 0.000000
32.360452 0.000000
32.378531 6363.636364
32.383051 0.000000
32.387571 454.545455
32.387571 909.090909
32.383051 0.000000
32.374011 909.090909
32.360452 0.000000
32.360452 0.000000
32.369492 454.545455
32.369492 0.000000
32.369492 454.545455
32.378531 909.090909
32.410169 5454.545455
32.419209 2727.272727
32.401130 3181.818182
32.378531 0.000000
32.369492 1818.181818
32.387571 0.000000
32.383051 0.000000
32.378531 0.000000
32.378531 1818.181818
32.378531 0.000000
32.378531 1363.636364
32.378531 454.545455
32.383051 0.000000
32.387571 6818.181818
32.387571 0.000000
32.392090 454.545455
32.396610 0.000000
32.392090 0.000000
32.387571 454.545455
32.387571 0.000000
32.383051 0.000000
32.378531 454.545455
32.383051 0.000000
32.387571 0.000000
32.383051 0.000000
32.383051 0.000000
32.378531 909.090909
32.364972 3181.818182
32.374011 2272.727273
32.378531 2272.727273
32.374011 2272.727273
32.369492 0.000000
32.369492 909.090909
32.342373 5000.000000
32.369492 1363.636364
32.369492 1818.181818
32.374011 0.000000
32.378531 454.545455
32.378531 909.090909
32.374011 909.090909
32.360452 1363.636364
32.360452 0.000000
32.369492 0.000000
32.392090 2272.727273
32.410169 4090.909091
32.419209 2272.727273
32.410169 1363.636364
32.396610 0.000000
32.396610 2727.272727
32.383051 454.545455
32.378531 4090.909091
32.396610 1363.636364
32.405650 3181.818182
32.405650 0.000000
32.405650 2272.727273
32.396610 2727.272727
32.392090 5000.000000
32.405650 9090.909091
32.405650 0.000000
32.405650 5454.545455
32.378531 2272.727273
32.392090 9090.909091
32.419209 4545.454545
32.410169 6818.181818
32.401130 0.000000
32.396610 4090.909091
32.392090 0.000000
32.383051 2272.727273
32.374011 1818.181818
32.383051 4545.454545
32.396610 0.000000
32.405650 8181.818182
32.392090 6363.636364
32.396610 5454.545455
32.405650 8636.363636
32.401130 0.000000
32.396610 5000.000000
32.392090 1818.181818
32.405650 5909.090909
32.405650 0.000000
32.405650 909.090909
32.401130 0.000000
32.401130 454.545455
32.405650 5454.545455
32.387571 3636.363636
32.396610 10454.545455
32.401130 0.000000
32.405650 9545.454545
32.401130 909.090909
32.374011 7272.727273
32.383051 2727.272727
32.396610 5454.545455
32.396610 0.000000
32.396610 10454.545455
32.374011 1363.636364
32.364972 7727.272727
32.383051 3181.818182
32.392090 0.000000
32.396610 9090.909091
32.383051 6818.181818
32.378531 454.545455
32.392090 0.000000
32.396610 1818.181818
32.396610 0.000000
32.396610 454.545455
32.396610 454.545455
32.392090 454.545455
32.396610 0.000000
32.392090 0.000000
32.387571 10454.545455
32.392090 10909.090909
32.392090 909.090909
32.396610 1363.636364
32.392090 454.545455
32.383051 0.000000
32.392090 3636.363636
32.405650 5454.545455
32.405650 1818.181818
32.392090 5909.090909
32.383051 0.000000
32.387571 7727.272727
32.392090 2727.272727
32.405650 10000.000000
32.405650 10000.000000
32.401130 4545.454545
32.410169 0.000000
32.419209 13181.818182
32.401130 4545.454545
32.396610 7727.272727
32.392090 3636.363636
32.396610 11363.636364
32.392090 0.000000
32.383051 2272.727273
32.392090 6818.181818
32.405650 10909.090909
32.401130 4545.454545
32.392090 0.000000
32.387571 14090.909091
32.396610 2727.272727
32.405650 12272.727273
32.405650 7727.272727
32.405650 2272.727273
32.405650 0.000000
32.405650 1363.636364
32.405650 24090.909091
32.392090 14090.909091
32.387571 1818.181818
32.392090 0.000000
32.396610 3181.818182
32.387571 3181.818182
32.383051 5909.090909
32.396610 7727.272727
32.392090 4545.454545
32.392090 0.000000
32.396610 5454.545455
32.396610 17272.727273
32.392090 1363.636364
32.387571 454.545455
32.387571 0.000000
32.396610 1818.181818
32.405650 5454.545455
32.405650 5000.000000
32.396610 1818.181818
32.401130 5909.090909
32.410169 0.000000
32.419209 2272.727273
32.419209 5454.545455
32.419209 2727.272727
32.401130 2727.272727
32.387571 0.000000
32.387571 909.090909
32.387571 909.090909
32.387571 0.000000
32.392090 4090.909091
32.396610 1363.636364
32.392090 0.000000
32.383051 2272.727273
32.378531 1818.181818
32.378531 10909.090909
32.378531 0.000000
32.378531 0.000000
#PLL05_09_06.png
 
 
 
 
 
 
 

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