Weakly-supervised-object-localization
simple weakly dectector
we rewrite two version:
keras + tensorflow2
pytorch
dataset
cifar10, it can be loaded by keras or pytorch with one line
author's paper
Learning Deep Features for Discriminative Localization
code
using the InceptionV3 to extract conv_features
after 3 iterations,training accuracy is 99.87,testing accuracy is 95.68
Step:
(1):run train.py
(2):run draw_detector.py
also,some tricks are learned from:https://github.com/jazzsaxmafia/Weakly_detector
Results show
Here we just show some samples...
Sample 1:
Sample 2:
Sample 3:
