Roboflow | Autodistill: Label and Train a Computer Vision Model in Under 20 Minutes @Roboflow | Uploaded 1 year ago | Updated 4 hours ago
Autodistill is a new library for creating computer vision models without labeling any training data. In this video, we evaluate the speed and efficiency of Autodistill by auto-labeling, training a model, and running inference in under 20 minutes!
- Google Colab: drive.google.com/file/d/1uWPISt3teYe2VAq05gcxoUIXah3_xBJQ/view?usp=sharing
Chapters:
00:00 Autodistill Overview
00:50 Setup and Installation
01:50 Import Dataset
03:00 Initialize Base Model and Autolabel
04:50 Initialize Target Model and Train
07:10 Visualize the Results
Resources:
- Autodistill Repository: github.com/autodistill/autodistill
- Autodistill Overview: blog.roboflow.com/autodistill
- Roboflow: roboflow.com
- Roboflow Universe: universe.roboflow.com
- Roboflow Notebooks Repository: github.com/roboflow/notebooks
Don't forget to like, comment, and subscribe for more content on AI, computer vision, and the latest in ML!
Stay updated with the projects I'm working on at github.com/roboflow and github.com/artyaltanzaya
Autodistill is a new library for creating computer vision models without labeling any training data. In this video, we evaluate the speed and efficiency of Autodistill by auto-labeling, training a model, and running inference in under 20 minutes!
- Google Colab: drive.google.com/file/d/1uWPISt3teYe2VAq05gcxoUIXah3_xBJQ/view?usp=sharing
Chapters:
00:00 Autodistill Overview
00:50 Setup and Installation
01:50 Import Dataset
03:00 Initialize Base Model and Autolabel
04:50 Initialize Target Model and Train
07:10 Visualize the Results
Resources:
- Autodistill Repository: github.com/autodistill/autodistill
- Autodistill Overview: blog.roboflow.com/autodistill
- Roboflow: roboflow.com
- Roboflow Universe: universe.roboflow.com
- Roboflow Notebooks Repository: github.com/roboflow/notebooks
Don't forget to like, comment, and subscribe for more content on AI, computer vision, and the latest in ML!
Stay updated with the projects I'm working on at github.com/roboflow and github.com/artyaltanzaya