Skip to content

Instantly share code, notes, and snippets.

View GKalliatakis's full-sized avatar

Grigorios Kalliatakis GKalliatakis

View GitHub Profile
# -*- coding: utf-8 -*-
"""Gradient-weighted Class Activation Mapping (Grad-CAM) for Keras.
# Reference:
- [Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization](https://arxiv.org/pdf/1610.02391v1.pdf)
"""
import keras.backend as K
import numpy as np
import matplotlib.pyplot as plt
{
"0": [
"emotion00",
"Affection"
],
"1": [
"emotion01",
"Anger"
],
"2": [
from __future__ import division, print_function
import sys
import python.caffe as caffe
import numpy as np
import os
DATA_DIR = "/home/sandbox/git/caffe/python/Visual_Recognition_HRA_v0_2/caffe2Keras/caffe_models"