Update README.md

README.md

@@ -200,6 +200,29 @@ grid
 A detailed view of one of them:
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/Ik7RkGzrx0N8gkNfkei3j.png)
 
+## Text-to-3D 
+
+Download this notebook: [Convert-text-to-3D.ipynb](https://huggingface.co/lamm-mit/SD2x-leaf-inspired/resolve/main/Convert-text-to-3D.ipynb)
+
+This notebook includes the code to convert text to 3D, using an algorithm that involves a fine-tuned Stable Diffusion model and InstantMesh.
+
+```
+repo_id_load= 'lamm-mit/SD2x-leaf-inspired'
+input_image=text_to_image_SD2x (base_model=repo_id_load,
+                  n_steps=75, guidance_scale=15, 
+                   prompt = "Small chair that resembles a <leaf microstructure>.", 
+                               negative_prompt="" )
+display (input_image)
+processed_image, mv_images, mv_show_images= generate_multiviews (input_image, seed=None)
+display (mv_show_images)
+output_video, output_model_obj = make_multi_views_into_3D (mv_images, target_dir='output')
+Video(output_video, embed=True)
+```
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/cXI8HutHviEhRd7oerPhe.png)
+
+![image/gif](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/sWB2ecbrnMwL7Zx9kzxnK.gif)
+
 ## Fine-tuning script 
 
 Download this script: [SD2x DreamBooth-Fine-Tune.ipynb](https://huggingface.co/lamm-mit/SD2x-leaf-inspired/resolve/main/SD2x_DreamBooth_Fine-Tune.ipynb)