![imagen](/_next/image?url=%2Fassets%2Fback-8000-dreamers.jpg&w=3840&q=75)
8,000 Dreamers
Each Dreamer is the combination of traditional fine-art, machine learning, and collectibles. Until further notice, there are only 1485 Dreamers.
4 Different Creators
![Model 1 cover](/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fdo1gnj1vn%2Fimage%2Fupload%2Fv1678398607%2FDreamers%2Fmodel1_grid_rk0ujr.jpg&w=1200&q=75)
Model 1
![Model 2 cover](/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fdo1gnj1vn%2Fimage%2Fupload%2Fv1678398607%2FDreamers%2Fmodel2_grid_qikt64.jpg&w=1200&q=75)
Model 2
![Dalle cover](/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fdo1gnj1vn%2Fimage%2Fupload%2Fv1678398607%2FDreamers%2Fdalle_grid_mvjksd.jpg&w=1200&q=75)
Dalle
![@wheattreat cover](/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fdo1gnj1vn%2Fimage%2Fupload%2Fv1678398607%2FDreamers%2Fwheatatreat_grid_hwggxy.jpg&w=1200&q=75)
@wheattreat
The Process
Step 1: Base layers
Traditional artist, @wheatatreat, creates a large set of individual faces and backgrounds.
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-1-a.jpg&w=1920&q=75)
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-1-b.jpg&w=1920&q=75)
Step 2: Data set
Large dataset is created by scrambling up all of the faces and backgrounds and adding variations.
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-2.jpg&w=1920&q=75)
Step 3: Training
Train AI models (GANs) on the dataset created in step 2.
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-3.jpg&w=1920&q=75)
Step 4: (lots of) Image Processing
The models output lots of images that were visually similar to one another. This step compares all and removes similar images.
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-4.jpg&w=1920&q=75)
Step 5: Traits
After hand labelling some of the outputs, a convolutional neural network was trained to learn how to assign traits to the rest of the images.We also used a pre-trained CLIP model in order to assign some additional traits.
![Step](/_next/image?url=%2Fassets%2Ftheprocess%2Fstep-5.jpg&w=1920&q=75)