Autodistill: Label and Train a Computer Vision Model in Under 20 Minutes

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!

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:

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[samarthsaraogi]

Please zoom into the screen and re upload .

[sabrimas]

i tried yolov8 for sometime, and when i want to try tuning hyperparameters using raytune, it shows an error, even though i followed the steps provided by Ultralytics, can you make a video about tuning yolov8 hyperparameters using raytune?

[alanjohnstone]

Was “aircraft” a pre trained category. What if I used an unknown category?

[c.s.]

I wish the video was clearer, higher quality and louder/closer to the mic

[olanrewajuatanda]

Is it possible to save these autolabels to disk? I would like to have them for reuse and improving on the auto-labels.

[davecarlton]

Audio is terrible! Can't understand the narration.

[geniusxbyofejiroagbaduta]

I didn't enjoy the lesson.i could not see your screen and explanations are not clear.