plt.gca().text(bbox[0],
bbox[1] - 2,
'%s' % (objname),
bbox=dict(facecolor='blue', alpha=0.5),
fontsize=10,
color='white')
plt.axis('off')
plt.tight_layout()
plt.draw()
plt.show(block=block_display)
if __name__ == "__main__":
imagedata = mn.load_images("../images.tsv")
manynames = mn.load_cleaned_results("../manynames_v1.0.tsv")
for image_id in [
2417690, 2417892, 2388484, 2417993, 2388471, 65, 413, 2417452
]:
mn_item = manynames[manynames["vg_image_id"] == image_id]
responses = mn_item["responses"].values[0]
mn_objnames = "MN: " + " / ".join(responses.keys())
item = imagedata[imagedata["vg_image_id"] == image_id]
bbox = item["bbox_xywh"].values[0]
vg_objname = "VG: " + item["vg_obj_name"].values[0]
image_name = item["vg_image_name"].values[0]
show_objects(image_name,
bbox,
mn_objnames + " (%s)" % vg_objname,
plt.xticks(range(1, len(cats) + 1), cats, fontsize=6, rotation=45)
plt.subplots_adjust(bottom=0.15)
plt.tight_layout()
plt.savefig("agreebox_synset%s.png" % postfix)
if __name__ == '__main__':
MN_V2 = False
version = ""
if len(sys.argv) > 1:
fn = sys.argv[1]
print("Creating agreement table for", fn)
elif MN_V2 is True:
fn = '../proc_data_phase0/mn_v2.0/manynames-v2.0.csv'
version = "_manynames_v2"
else:
fn = "../manynames_v1.0.tsv"
version = "_manynames_v1"
manynames = mn.load_cleaned_results(fn)
resdf = make_df(manynames)
o1 = make_agreement_table(resdf)
#agreement_boxplot(resdf, postfix=version)
#syndf,name2synsets = make_synset_df(resdf)
#print(syndf[syndf['vg_is_max'] == 1].head())
#print(syndf[syndf['vg_is_max'] == 0].head())
#o2 = make_agreement_table(syndf)
#o3 = pd.concat([o1,o2[list(o2.columns[1:])]],axis=1)
#print(o3.to_latex(index=False))