Last active
June 6, 2017 13:07
-
-
Save hackintoshrao/72dc41903fa04cc5f5be60484d72dc9e to your computer and use it in GitHub Desktop.
Reading the image and the data
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import csv | |
| import cv2 | |
| import numpy as np | |
| # Data read from csv. CSV contains the image path and steerig angles recorded at various points of gameplay. | |
| lines = [] | |
| csvPath = "/Users/hackintoshrao/Documents/code/self-drive/driving_log.csv" | |
| with open(csvPath) as csvData: | |
| # read from csv | |
| reader = csv.reader(csvData) | |
| for line in reader: | |
| lines.append(line) | |
| # images from gameplay are read from disk and queued here. | |
| cameraImages = [] | |
| # corresponding steering measurements are queued up here. | |
| steeringMeasurements = [] | |
| for line in lines: | |
| imgPath = line[0] | |
| img = cv2.imread(imgPath) | |
| cameraImages.append(img) | |
| measurement = float(line[3]) | |
| steeringMeasurements.append(measurement) | |
| # convert the images and measurements to numpy array. | |
| xTrain = np.array(cameraImages) | |
| yTrain = np.array(steeringMeasurements) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment