From fbdc547d152e441505326b9c6cf4aa910e9e9259 Mon Sep 17 00:00:00 2001 From: Harald Scheidl <harald_scheidl@hotmail.com> Date: Thu, 3 Jan 2019 19:00:22 +0100 Subject: [PATCH] added information about analyze.py to README --- README.md | 20 ++++++++++++++++++++ doc/analyze.png | Bin 54361 -> 62948 bytes 2 files changed, 20 insertions(+) diff --git a/README.md b/README.md index 1276bc9..7c099ad 100644 --- a/README.md +++ b/README.md @@ -155,6 +155,26 @@ If you need a better accuracy, here are some ideas how to improve it \[2\]: * Decoder: use token passing or word beam search decoding \[4\] (see [CTCWordBeamSearch](https://github.com/githubharald/CTCWordBeamSearch)) to constrain the output to dictionary words. * Text correction: if the recognized word is not contained in a dictionary, search for the most similar one. +### Analyze model + +Run `python analyze.py` with the following arguments to analyze the image file `data/analyze.png` with the ground-truth text "are": + +* `--relevance`: compute the pixel relevance for a the correct prediction. +* `--invariance`: check if the model is invariant to horizontal translations of the text. +* No argument provided: show the results. + +Results are shown in the plots below. +The pixel relevance (left plot) shows how a pixel influences the score for the correct class. +Red pixels vote for the correct class, while blue pixels vote against the correct class. +It can be seen that the white space above vertical lines in images is important for the classifier to decide against the "i" character with its superscript dot. +Draw a dot above the "a" (red region in plot) and you will get "aive" instead of "are". + +The second plot (right) shows how the probability of the ground-truth text changes when the text is shifted to the right. +As can be seen, the model is not translation invariant, as all images from IAM are left-aligned. +Adding data augmentation which uses random text-alignments can improve the translation invariance of the model. + + + ## FAQ diff --git a/doc/analyze.png b/doc/analyze.png index da513ae4361106fac98423f53dc9ace0a9fc1c01..edf28ae5ef29fdc921cfe71422272a762724179f 100644 GIT binary patch literal 62948 zcmeAS@N?(olHy`uVBq!ia0y~yU@2x`VBE&R#=yYv=ftV&3=9m6#X;^)4C~IxykuZt zU`coMb!1@J*w6hZk(GggfwRCPvY3H^?+^$xifVW@Ffe?r^mK6ysfc@Xm%S$X>QD0z z?wj^}_sdCtzqesR3qxXyB*zr9me8oM1zQ{zI5ZfY&eIh6$8zf4haj_-i9(w^oKD=U zu0B%DANly}&gU_&?aVhN-<+nay<dO+?~9AIAD#$5d}(oU-SJ0x4h&FmK{ev4CX~%k z!kF<4&Q>Ib9dQ=qe}xk}WAsj)Jh|}3jfhPVI$8Q4-x^(9w{pdb1wB1Ho1%V3$e0u} zFfdHHbt`Jq?YFODUbnWk2D-SkSg~LD$tP>&Vq5hk;5h>W!vbx~iVq5@si`ZAg=SfT zg4RV@-PCB3*43ZeUR+x%{r2u|ab8&tiPY58DHA3v*elu7-5p%b$iSd5Ve0hh+40Aw zOq&)|Q?uum_QILW3=9_>{%jPfSIN&_aro)Fu$9?2{$1VB$$$RG1)fHy`kKduoD2*X zN=?3hmu5V{z`($EkvG~$+U(<hW>6sf5C%JdZQ<JujL7_LWj8=vhCiHVWxxyuh6X(r zFq_$M)3MuER!+;409nq!@UJb6kAb0~v2a&NwmDdBy^}FJn8CoXfZGwoK5*dn70q~L z*#ie|Z$TAdV2C>Uvgq=syRKi3?#g)^G6!VFe`m0Ehn_Vb%}Q4-m3Dh}VB@3RzB@}U zP3F#crmg*A8vpgo<&XB<;Adc9_}7Z$l7<9zDKqnZyW5IRXI+)kT>o&-js7-}L+inT 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