Has any one run detect.py ? about fewshot_detection

[christegho]

Which script did you use to get the predictions for the image you posted?

The following command should work (you need to change the weights path and the image path):

python2 detect.py cfg/darknet_dynamic.cfg cfg/reweighting_net.cfg  backup/metatunetest15_novel0_neg0/000010.weights image_test.jpg

[infrontofme]

@christegho

python2 detect.py cfg/darknet_dynamic.cfg cfg/reweighting_net.cfg backup/metatunetest15_novel0_neg0/000010.weights image_test.jpg

This script doesn't work, the model in detect.py can't take cfg/reweightng_net as an input parameter.

I use the following script, but the result is worse.

python2 detect.py cfg/darknet_dynamic.cfg backup/metatunetest15_novel0_neg0/000010.weights image_test.jpg

before tested on images, do I need to generate reweighting vectors using training images ?

[kshitijagrwl]

detect.py will not work as you rightly mentioned @infrontofme

You will have to follow some methodology similar to valid_ensemble.py:

1. Generate dynamic_weights from model.meta_forward()
2. Generate output from model.detect_forward()
3. Generate bbox from get_region_boxes()

[infrontofme]

@kshitijagrwl Thanks, I get it now.