aaronpolhamus

import os 
import sys
import json
import model_control 
from numpy import loadtxt, asarray
from pandas import read_csv
from scipy.ndimage import imread
from keras.models import Sequential
from keras.layers import Dense, Dropout, Activation, Flatten
from keras.layers import Convolution2D, MaxPooling2D

aaronpolhamus

model = Sequential()
model.add(Convolution2D(64, 3, 3, border_mode='valid', input_shape=(1, 128, 128)))
model.add(Activation('relu'))
model.add(Convolution2D(64, 3, 3))
model.add(MaxPooling2D((2,2), strides=(2,2)))
model.add(Activation('relu'))

model.add(Convolution2D(128, 3, 3))
model.add(Activation('relu'))
model.add(Convolution2D(128, 3, 3))

aaronpolhamus

name: "GoogleNet"
layer {
  name: "data"
  type: "Input"
  top: "data"
  input_param { shape: { dim: 1 dim: 3 dim: 224 dim: 224 } }
}
layer {
  name: "conv1/7x7_s2"
  type: "Convolution"

aaronpolhamus

## Refer to http://caffe.berkeleyvision.org/installation.html
# Contributions simplifying and improving our build system are welcome!

# cuDNN acceleration switch (uncomment to build with cuDNN).
USE_CUDNN := 1

# CPU-only switch (uncomment to build without GPU support).
# CPU_ONLY := 1

# uncomment to disable IO dependencies and corresponding data layers

aaronpolhamus

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
	<key>BackgroundBlur</key>
	<real>0.39305455500335362</real>
	<key>BackgroundColor</key>
	<data>
	YnBsaXN0MDDUAQIDBAUGFRZYJHZlcnNpb25YJG9iamVjdHNZJGFyY2hpdmVyVCR0b3AS
	AAGGoKMHCA9VJG51bGzTCQoLDA0OVU5TUkdCXE5TQ29sb3JTcGFjZVYkY2xhc3NPEDUw

aaronpolhamus

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aaronpolhamus

# Uncomment if you don't trust ~/.ssh/known_hosts for RhostsRSAAuthentication
#IgnoreUserKnownHosts yes

# To enable empty passwords, change to yes (NOT RECOMMENDED)
PermitEmptyPasswords no

# Change to yes to enable challenge-response passwords (beware issues with
# some PAM modules and threads)
ChallengeResponseAuthentication no

aaronpolhamus

#	$OpenBSD: ssh_config,v 1.26 2010/01/11 01:39:46 dtucker Exp $

# This is the ssh client system-wide configuration file.  See
# ssh_config(5) for more information.  This file provides defaults for
# users, and the values can be changed in per-user configuration files
# or on the command line.

# Configuration data is parsed as follows:
#  1. command line options
#  2. user-specific file

aaronpolhamus

import matplotlib
import matplotlib.pyplot as plt
import numpy as np

t = np.arange(0.0, 2.0, 0.01)
s = np.sin(2*np.pi*t)
plt.plot(t, s)

plt.xlabel('time (s)')
plt.ylabel('voltage (mV)')

aaronpolhamus

import numpy as np
import cv2

file_name = '/home/ubuntu/motocross.mp4'

cap = cv2.VideoCapture(file_name)

counter = 0
while(True):
    # Capture frame-by-frame