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Classes Without ensemble With ensemble Diff
Overall 46.4 52.0 +5.6
Classes Without ensemble With ensemble Diff
tench 0.5 13.5 +13.0
English springer 43.0 50.4 +7.4
cassette player 39.1 42.2 +3.1
chain saw 22.5 58.2 +35.7
church 20.1 19.3 -0.8
French horn 76.1 79.3 +3.2
garbage truck 91.2 92.5 +1.3
gas pump 11.7 12.2 +0.5
golf ball 72.8 67.0 -5.8
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@satojkovic
satojkovic / EMD.py
Created February 18, 2013 18:16
Earth Mover's Distance
#-*- encoding: utf-8 -*-
#
# Earth Mover's Distance
#
# Reference: http://aidiary.hatenablog.com/entry/20120804/1344058475
#
import numpy as np
import rpy2.robjects as robjects
def plates(stack, i, num_used, N, P, K):
# Brute force: O(K^N)
if i >= N:
return -1
current_total = -1
for n in range(K + 1):
if num_used + n > P:
break
elif num_used + n == P:
current_total = max(current_total, sum(stack[i][:n]))
@satojkovic
satojkovic / algorithms_openpose.md
Created March 20, 2019 13:52 — forked from alesolano/algorithms_openpose.md
OpenPose TensorFlow Alogrithms
@satojkovic
satojkovic / sift_match.rb
Last active March 12, 2019 15:21
image matching using SIFT
#!/usr/bin/env ruby
require 'rubygems'
require 'rmagick'
include Math
class KDTreeNode
attr_accessor :data, :left_child, :right_child
@satojkovic
satojkovic / vlfeat.rb
Created December 16, 2012 22:56
sift test
#!/usr/bin/env ruby
require 'rubygems'
require 'rmagick'
include Math
class Node
attr_accessor :location, :left_child, :right_child
@satojkovic
satojkovic / cudnn_version.cpp
Created October 18, 2017 13:02
print installed cudnn version
#include <cudnn.h>
#include <iostream>
int main(int argc, char** argv) {
std::cout << "CUDNN_VERSION: " << CUDNN_VERSION << std::endl;
return 0;
}
from flask import Flask
app = Flask(__name__)
@app.route('/')
def hello_world():
return 'Hello World'
if __name__ == '__main__':
app.run()