agagniere / 406coupe

My attempt at collecting data and training a car connoisseur AI

406 coupe

My first data science project:

• Collecting pictures of 406 coupe
• Labelling them (year, fuel, price, options, etc)
• Training a neural network
• ?????
• Profit !

Training

Data collection

• If you have pictures on your computer, put them in a folder called my_pics
• Urls of images can be put in a file called my_urls.txt
• Leboncoin ads you want to keep can be placed in a folder named my_ads

To download ads from the 15 first pages :

make leboncoin PAGES=15
make ads

To download and resize all known images, so that it fits in a 450x450 square :

make pics
make resize THUMB_SIZE=450

To check dataset status :

make status

Data set : 2504 images (143M)
You provided 45 images, 99 urls and 120 ads
Downloaded 688 out of 688 known ads from leboncoin
Ads (including yours) provide 2367 urls