Update README.md

README.md

@@ -152,7 +152,23 @@ grid
 
 Download this script: [SDXL DreamBooth-LoRA_Fine-Tune.ipynb](https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/SDXL_DreamBooth_LoRA_Fine-Tune.ipynb)
 
-You need to create a local folder ```leaf_concept_dir_SDXL``` and add the leaf images (provided in this repository, see subfolder). 
+You need to create a local folder ```leaf_concept_dir_SDXL``` and add the leaf images (provided in this repository, see subfolder), like so:
+
+```raw
+mkdir leaf_concept_dir_SDXL
+cd leaf_concept_dir_SDXL
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/0.jpeg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/1.jpeg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/2.jpeg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/3.jpeg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/87.jpg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/87.jpg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/88.jpg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/90.jpg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/91.jpg
+wget https://huggingface.co/lamm-mit/SDXL-leaf-inspired/resolve/main/leaf_concept_dir_SDXL/94.jpg
+cd ..
+```
 
 The code will automatically download the training script. 
 
@@ -161,14 +177,16 @@ The training script can handle custom prompts associated with each image, which
 For instance, for the images used here, they are:
 
 ```raw
-['<leaf microstructure>, a close up of a green plant with a lot of small holes',
- '<leaf microstructure>, a close up of a leaf with a small insect on it',
- '<leaf microstructure>, a close up of a plant with a lot of green leaves',
- '<leaf microstructure>, a close up of a green plant with a yellow light',
- '<leaf microstructure>, a close up of a green plant with a white center',
- '<leaf microstructure>, arafed leaf with a white line on the center',
- '<leaf microstructure>, a close up of a leaf with a yellow light shining through it',
- '<leaf microstructure>, arafed image of a green plant with a yellow cross']
+{"file_name": "0.jpeg", "prompt": "<leaf microstructure>, a close up of a green plant with a lot of small holes"}
+{"file_name": "1.jpeg", "prompt": "<leaf microstructure>, a close up of a leaf with a small insect on it"}
+{"file_name": "2.jpeg", "prompt": "<leaf microstructure>, a close up of a plant with a lot of green leaves"}
+{"file_name": "3.jpeg", "prompt": "<leaf microstructure>, a close up of a leaf with a yellow substance in it"}
+{"file_name": "87.jpg", "prompt": "<leaf microstructure>, a close up of a green plant with a yellow light"}
+{"file_name": "88.jpg", "prompt": "<leaf microstructure>, a close up of a green plant with a white center"}
+{"file_name": "90.jpg", "prompt": "<leaf microstructure>, arafed leaf with a white line on the center"}
+{"file_name": "91.jpg", "prompt": "<leaf microstructure>, arafed image of a green leaf with a white spot"}
+{"file_name": "92.jpg", "prompt": "<leaf microstructure>, a close up of a leaf with a yellow light shining through it"}
+{"file_name": "94.jpg", "prompt": "<leaf microstructure>, arafed image of a green plant with a yellow cross"}
 ```
 
 Training then proceeds as:
@@ -222,7 +240,7 @@ with open(f'{instance_data_dir}metadata.jsonl', 'w') as outfile:
 ```
 This produces a JSON file in the ```instance_data_dir``` directory:
 
-```json
+```raw
 {"file_name": "0.jpeg", "prompt": "<leaf microstructure>, a close up of a green plant with a lot of small holes"}
 {"file_name": "1.jpeg", "prompt": "<leaf microstructure>, a close up of a leaf with a small insect on it"}
 {"file_name": "2.jpeg", "prompt": "<leaf microstructure>, a close up of a plant with a lot of green leaves"}