possibility to use external exemplars in FSC_test_cross(few-shot).py via the --external parameter: all the test images share the same exemplars, given in the standard annotations json file, but only for few input images;
visualisation of meaningful images even with small exemplars (s_cnt >= 1) in demo.py and FSC_test_cross(few-shot).py;
writing of images with predictions and bounding boxes (the latter only if not "external") for each test image in FSC_test_cross(few-shot).py;
writing of a plot with the number of counted objects for each input image in FSC_test_cross(zero-shot).py (particularly useful when doing inference on video frames);
parameters to define all the needed input files and directories (anno_file, data_split_file, im_dir);
parametrized limit to the number of exemplars used for any test image in FSC_test_cross(few-shot).py via the --box_bound parameter;
possibility to disable test-time normalization in FSC_test_cross(few-shot).py via the --normalization parameter;
Added:
requirements.txtfile;FSC_test_cross(few-shot).pyvia the--externalparameter: all the test images share the same exemplars, given in the standard annotations json file, but only for few input images;s_cnt>= 1) indemo.pyandFSC_test_cross(few-shot).py;FSC_test_cross(few-shot).py;FSC_test_cross(zero-shot).py(particularly useful when doing inference on video frames);anno_file,data_split_file,im_dir);FSC_test_cross(few-shot).pyvia the--box_boundparameter;FSC_test_cross(few-shot).pyvia the--normalizationparameter;demo.py.