import-visualgenome
Import Visual Genome into KGTK format.
Usage¶
usage: kgtk import-visualgenome [-h] [-i INPUT_FILE]
[--attr-synsets ATTR_SYN_FILE]
[-o OUTPUT_FILE]
optional arguments:
-h, --help show this help message and exit
-i INPUT_FILE, --input-file INPUT_FILE
Visual Genome scene graph file (May be omitted or '-'
for stdin.)
--attr-synsets ATTR_SYN_FILE
Visual Genome file with attribute synsets. (May be
omitted or '-' for stdin.)
-o OUTPUT_FILE, --output-file OUTPUT_FILE
The KGTK output file. (May be omitted or '-' for
stdout.)
Examples¶
Import Visual Genome into KGTK.
kgtk import-visualgenome -i scene_graphs.json --attr-synsets attribute_synsets.json -o vg.tsv
Example output (first and last 10 lines):
| node1 | relation | node2 | node1;label | node2;label | relation;label | relation;dimension | source | sentence |
|---|---|---|---|---|---|---|---|---|
| wn:clock.n.01 | mw:MayHaveProperty | wn:green.s.01 | "clock" | "green" | "may have property" | "VG" | ||
| wn:clock.n.01 | mw:MayHaveProperty | wn:tall.a.01 | "clock" | "tall" | "may have property" | "VG" | ||
| wn:gym_shoe.n.01 | mw:MayHaveProperty | wn:grey.s.01 | "sneakers" | "grey" | "may have property" | "VG" | ||
| wn:headlight.n.01 | mw:MayHaveProperty | wn:off.a.01 | "headlight" | "off" | "may have property" | "VG" | ||
| wn:bicycle.n.01 | mw:MayHaveProperty | wn:parked.a.01 | "bike" | "parked" | "may have property" | "VG" | ||
| wn:bicycle.n.01 | mw:MayHaveProperty | wn:away.s.01 | "bike" | "far away" | "may have property" | "VG" | ||
| wn:bicycle.n.01 | mw:MayHaveProperty | wn:chained.s.01 | "bike" | "chained" | "may have property" | "VG" | ||
| wn:sign.n.02 | mw:MayHaveProperty | wn:black.a.01 | "sign" | "black" | "may have property" | "VG" | ||
| wn:building.n.01 | mw:MayHaveProperty | wn:tall.a.01 | "building" | "tall" | "may have property" | "VG" | ||
| ... | ||||||||
| wn:bus.n.01 | mw:MayHaveProperty | wn:large.a.01 | "bus" | "large" | "may have property" | "VG" | ||
| wn:sky.n.01 | mw:MayHaveProperty | wn:blue.s.01 | "sky" | "blue" | "may have property" | "VG" | ||
| wn:range.n.04 | /r/LocatedNear | wn:distance.n.01 | "mountain range" | "distance" | "in" | "VG" | ||
| wn:bus.n.01 | /r/LocatedNear | wn:road.n.01 | "bus" | "road" | "on" | "VG" | ||
| wn:grillroom.n.01 | /r/LocatedNear | wn:bus.n.01 | "grill" | "bus" | "on" | "VG" | ||
| wn:numeral.n.01 | /r/LocatedNear | wn:bus.n.01 | "number" | "bus" | "on" | "VG" | ||
| wn:plate.n.04 | /r/LocatedNear | wn:bus.n.01 | "plate" | "bus" | "on" | "VG" | ||
| wn:bus.n.01 | /r/LocatedNear | wn:desert.n.01 | "bus" | "desert" | "in" | "VG" | ||
| wn:bus.n.01 | /r/LocatedNear | wn:door.n.01 | "bus" | "doors" | "with" | "VG" | ||
| wn:door.n.01 | /r/LocatedNear | wn:bus.n.01 | "door" | "bus" | "on" | "VG" |