Updated readme and examples

README.md

@@ -2,4 +2,37 @@
 license: openrail
 size_categories:
 - 1M<n<10M
----
+---
+# ImageNet Generated using Stable Diffusion v1.5
+
+The following repository mimics the size and class structure of the original ImageNet database. The classes can be found in the `classes.txt` file. 
+
+Here is an excerpt from `classes.txt`:
+
+0 tench, Tinca tinca
+1 goldfish, Carassius auratus
+2 great white shark, white shark, man-eater, man-eating shark, Carcharodon caharias
+3 tiger shark, Galeocerdo cuvieri
+4 hammerhead, hammerhead shark
+5 electric ray, crampfish, numbfish, torpedo
+6 stingray
+7 cock
+8 hen
+9 ostrich, Struthio camelus
+
+Each category contains approximately 1300 images generated with the text prompt "A photo of {}" using seeds ranging from 1 to 1300. Stable diffusion v1.5 was used to generate all the images using the UniPCMultistepScheduler with 20 inference steps and the safety checker turned off. Images are 512x512 in resolution.
+
+Below are some randomly sampled images from the dataset:
+
+![Sample Image 1](seed_29.jpg)
+*Class 115, Seed 29*
+
+![Sample Image 2](seed_0.jpg)
+*Class 220, Seed 0*
+
+![Sample Image 3](seed_509.jpg)
+*Class 714, Seed 509*
+
+![Sample Image 4](seed_250.jpg)
+*Class 894, Seed 250*
+