Module Import alias Import alias Import alias Import alias identifier ImportFrom alias Import alias alias Import alias Import alias Import alias Import alias Expr Str Assign NameStore Num Assign NameStore Num Assign NameStore Num Expr Str Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Str Assign NameStore Num Assign NameStore Num Assign NameStore Num FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr Str keyword Str keyword Str Expr Call AttributeLoad NameLoad attr Str keyword Str keyword Str Assign NameStore Call AttributeLoad NameLoad attr For NameStore Call NameLoad NameLoad BinOpAdd NameLoad Num NameLoad body Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad keyword AttributeLoad NameLoad attr For NameStore Call NameLoad NameLoad body If CompareLtE BinOpAdd NameLoad NameLoad NameLoad body Assign NameStore BinOpAdd BinOpAdd BinOpAdd BinOpAdd AttributeLoad NameLoad attr Str NameLoad Call AttributeLoad Str attr BinOpAdd NameLoad NameLoad Str Print NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign SubscriptStore NameLoad ExtSlice Index NameLoad Slice Slice Call AttributeLoad NameLoad attr NameLoad Assign NameStore NameLoad Assign NameStore BinOpMod Str TupleLoad AttributeLoad NameLoad attr NameLoad NameLoad BinOpAdd NameLoad NameLoad NameLoad BinOpAdd NameLoad NameLoad NameLoad BinOpAdd BinOpAdd NameLoad NameLoad Num Print NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TryExcept body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr handlers ExceptHandler type NameLoad name NameStore body Print Str NameLoad decorator_list If CompareEq NameLoad Str body Expr Call NameLoad
N/A N/A argparse N/A sys N/A os N/A numpy np PIL Image N/A urllib urllib2 N/A cStringIO N/A collections N/A zlib N/A kanno_opt N/A This file is super-customized for Amelio's NIPs data.""
     Probably the biggest idiosyncracy is the handling of slices.
     They start at 1 and the database aligns slices 1..16, 17..32, etc.
     So, we try to ingest in that pattern. N/A _xtilesz 1024 N/A _ytilesz 1024 N/A _resolution 0 N/A Will's comment on the location of the data

This data is from Amelio Vazquez-Reina's NIPS2011 paper.
It appears to line up to the kat11iso data.

First slice:
http://openconnecto.me/emca/kat11iso/xy/0/563,1587/778,1802/1/

Last slice:
http://openconnecto.me/emca/kat11iso/xy/0/563,1587/778,1802/1000/
 N/A _startslice 1 N/A _startslice 625 N/A _endslice 1000 N/A _prefix z=00 N/A _batchsz 16 N/A _xoffset 563 N/A _yoffset 778 main N/A N/A N/A N/A N/A parser N/A N/A argparse ArgumentParser description Ingest the kasthuri11 dataset annotations. N/A N/A N/A parser add_argument token action store help Token for the annotation project. N/A N/A N/A parser add_argument path action store help Directory with annotation PNG files. N/A result N/A N/A parser parse_args N/A sl N/A range _startslice N/A _endslice 1 _batchsz N/A N/A newdata N/A N/A np zeros N/A _batchsz _ytilesz _xtilesz dtype N/A np uint32 N/A b N/A range _batchsz N/A N/A N/A N/A sl b _endslice N/A N/A filenm N/A N/A N/A N/A N/A result path / _prefix N/A N/A {:0>4} format N/A sl b .png N/A filenm N/A tileimage N/A N/A Image open filenm r N/A imgdata N/A N/A np asarray tileimage N/A N/A newdata N/A N/A b N/A N/A N/A N/A kanno_opt pngto32 imgdata N/A endz b N/A url N/A http://openconnecto.me/emca/%s/npdense/%s/%s,%s/%s,%s/%s,%s/ N/A N/A result token _resolution _xoffset N/A _xoffset _xtilesz _yoffset N/A _yoffset _ytilesz sl N/A N/A sl endz 1 N/A url N/A newdata shape N/A fileobj N/A N/A cStringIO StringIO N/A N/A N/A np save fileobj newdata N/A cdz N/A N/A zlib compress N/A N/A fileobj getvalue N/A N/A N/A req N/A N/A urllib2 Request url cdz N/A response N/A N/A urllib2 urlopen req N/A the_page N/A N/A response read N/A N/A N/A Exception N/A e N/A N/A Failed  e N/A N/A N/A __name__ __main__ N/A N/A N/A main