Uploaded September 2019 | Updated September 2026, 2 weeks ago
I've designed an image classifier template for you to use as a learning tool! This is an example of how machine learning can be used in a software-as-a-service context, hopefully it gives you some ideas on how to do something similar. It's a combination of a few components including a Python web API, Flutter mobile app, and FastAI model training script. In this episode, I'll explain the process of building this template and how all the components fit together. Enjoy!
Code for this video:
github.com/llSourcell/image_classifier_template
Coding challenge (Due Date: Oct 5 2019 Midnight PST):
1. Build an image classification service
2. Email the relevant link(s) to hello@sirajraval.com
It would mean so much to me if you subscribe to my Youtube channel! bit.ly/2SvhG7v
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
TWITTER: bit.ly/2OHYLbB
WEBSITE: bit.ly/2OoVPQF
Google Dataset Search:
toolbox.google.com/datasetsearch
Lots of datasets:
github.com/awesomedata/awesome-public-datasets
Imagga:
imagga.com
Firebase:
firebase.google.com
Stripe:
stripe.com
For your reference, the 5 steps I outline are:
Step 1: Find an Image Dataset
Step 2: Transfer Learning
Step 3: Signup for Firebase + Stripe
Step 4: Deploy the Web App
Step 5: Build the Mobile App
More detailed descriptions are in the github repository above.
----------------
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0&t=36s
My AI Startup video:
youtube.com/watch?v=NzmoPqte4V4
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams!
Join us at the School of AI:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
I've designed an image classifier template for you to use as a learning tool! This is an example of how machine learning can be used in a software-as-a-service context, hopefully it gives you some ideas on how to do something similar. It's a combination of a few components including a Python web API, Flutter mobile app, and FastAI model training script. In this episode, I'll explain the process of building this template and how all the components fit together. Enjoy!
Code for this video:
github.com/llSourcell/image_classifier_template
Coding challenge (Due Date: Oct 5 2019 Midnight PST):
1. Build an image classification service
2. Email the relevant link(s) to hello@sirajraval.com
It would mean so much to me if you subscribe to my Youtube channel! bit.ly/2SvhG7v
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
TWITTER: bit.ly/2OHYLbB
WEBSITE: bit.ly/2OoVPQF
Google Dataset Search:
toolbox.google.com/datasetsearch
Lots of datasets:
github.com/awesomedata/awesome-public-datasets
Imagga:
imagga.com
Firebase:
firebase.google.com
Stripe:
stripe.com
For your reference, the 5 steps I outline are:
Step 1: Find an Image Dataset
Step 2: Transfer Learning
Step 3: Signup for Firebase + Stripe
Step 4: Deploy the Web App
Step 5: Build the Mobile App
More detailed descriptions are in the github repository above.
----------------
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0&t=36s
My AI Startup video:
youtube.com/watch?v=NzmoPqte4V4
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams!
Join us at the School of AI:
theschool.ai
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
And please support me on Patreon:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
