To the machine learning community, high-quality data is as vital as the fuel to a car — it’s what keeps the ML engines running. Recently, a dataset with 64,000 pictures of cars appeared on GitHub, the work of data scientist Nicolas Gervais. The Car Connection Picture Dataset is of added interest because its images are conveniently labeled by make, model, year, price, horsepower, body style and more.
Gervais first collected more than a quarter million images from the website thecarconnection.com. His focus was on exteriors, and excluding car interior and other images left him with the 64k set, with picture sizes of about 320×210. Users can also access large versions of the images by adjusting the included scraper settings in “scrape.py.”
To demonstrate the dataset’s potential in practical applications, Gervais created a car price prediction model, and an Audi vs BMW deep learning classification task in PyTorch.
So, what is the first thing the ML community thought of with these 64,000 pictures of cars in hand? Making fantasy rides of course: “Seems like this would be really fun to hook up to StyleGAN2 and be able to generate cars based on those properties” suggested Reddit user Skylion007 in a sentiment echoed by others on the ML discussion reddit. StyleGAN is the hyperrealistic image generator developed by chip giant NVIDIA in 2018. Philip Wang used the tool to create “This Person Does Not Exist,” a website that generates a new hyperrealistic fake human face every time it’s refreshed. The tech has since extended to cats, airbnbs, anime faces — why not cars?
Aside from amusing vehicle style mashups, it’s also been suggested the dataset could be used to predict future car designs, or style and price trends, etc.
Gervais is a Python software engineer with TD in Montreal and a Machine Learning and Data Science student at McGill. The Car Connection Picture Dataset is available on his GitHub.
Journalist: Fangyu Cai | Editor: Michael Sarazen
Pingback: Vroom! Vroom! New Dataset Rolls Out 64,000 Pictures of Cars – Rlogger
Your blog is very helpful for beginners who want to learn Data science. I am also a Data science developer. I had done Data Science course from TGC India. They offer a variety of tutorials covering everything from the processes of Data Science to how to get started with Data Science.
Thanks
The information you’ve shared here is informative because it contains some great knowledge which is extremely helpful on my behalf. Thanks for posting it. Keep it up. python course in delhi
I can’t imagine my life without a car and traveling. When I have a few free days, I just rent a minibus and go out of town. Such trips bring me great pleasure, because I do two of my favorite things at the same time: driving and traveling https://rental24h.com/usa/group/van
Very Good And Useful information Thank For Sharing if you want informations about python course visit – Vcare Technical Institute
Hi,
Combining your love for driving and traveling into one activity must make for some incredible adventures. Renting a minibus gives you the flexibility to explore new places while enjoying the journey itself.nrg steering wheel
Travel also has a profound impact on our personal growth. Stepping out of our comfort zones and navigating unfamiliar environments teaches us resilience and adaptability. We learn to handle unexpected situations with grace and to find solutions in the face of challenges. Whether it’s figuring out how to communicate in a foreign language or dealing with lost luggage, every obstacle encountered during travel is an opportunity to develop problem-solving skills and build confidence. These experiences shape us, making us more self-reliant and resourceful. Moreover, travel often inspires a sense of wonder and curiosity that stays with us long after we return home. It reminds us that there is always more to learn, more to explore, and more to experience.dubaiflights
Life insurance, on the other hand, serves as a financial safeguard for families in the event of the policyholder’s death. By providing a lump sum or regular payments to beneficiaries, it ensures that loved ones are financially secure even in the absence of the primary breadwinner. This type of insurance is particularly important for those with dependents, as it helps cover living expenses, education costs, and other financial obligations.small business liability insurance rates
If you are in India and want to immerse yourself in the world of real gambling fun, then the application https://nagad88-bd.net/app/ is exactly what you need. This online casino has become a real discovery for players who value convenience, security and a wide selection of games. Here you can enjoy slots, table games and sports betting at any time of the day or night. All you need is your smartphone. Thanks to the convenient application, you can quickly register, top up your balance and start playing with bonuses from the very first minutes.
Travelers using Pearson Airport Limo benefit from a seamless and professional service that takes the stress out of airport transfers. With experienced chauffeurs at the helm, every ride is smooth and dependable, allowing passengers to focus on their journey rather than logistics. The pearson airport limousine vehicles offer spacious seating and modern conveniences to make travel relaxing. Customers appreciate the attention to detail, from easy luggage handling to courteous service. By prioritizing both comfort and reliability, Pearson Airport Limo makes airport travel a more enjoyable and worry-free experience.
Embarking on Desert Tours Morocco offers travelers an extraordinary glimpse into Morocco’s rich history and culture. As you journey through remote villages and secluded oases, you’ll encounter Berber traditions that have been preserved for centuries. These tours provide more than just sightseeing—they offer an immersive experience where you can savor traditional cuisine cooked under the open sky, enjoy evening music around the campfire, and sleep under a blanket of stars that seems almost unreal in its brilliance. The combination of adventure, culture, and tranquility makes these desert tours unforgettable.