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@@ -80,8 +80,9 @@ By submitting the form above, you agree to BRIA’s [Privacy policy](https://bri
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  5. You can train your own LoRA on your desired style and use within this model.
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  ### How To Use
 
 
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  ```python
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- # requirements
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  # Tested with Python 3.10.16
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  opencv-python==4.10.0.84
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  torch==2.4.0
@@ -115,6 +116,7 @@ hf_hub_download(repo_id="briaai/BRIA-2.3-ID_Preservation", filename="ip_adapter/
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  hf_hub_download(repo_id="briaai/BRIA-2.3-ID_Preservation", filename="ip_adapter/utils.py", local_dir="./ip_adapter")
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  ```
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  ```python
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  import cv2
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  import torch
@@ -170,7 +172,7 @@ def make_canny_condition(image, min_val=100, max_val=200, w_bilateral=True):
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  # ================= Parameters =================
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- default_negative_prompt = "Text,Ugly,Morbid,Mutation,Blurry,Extra limbs,Gross proportions,Missing arms,Mutated hands,Long neck,Duplicate,Mutilated,Mutilated hands,Poorly drawn face,Deformed,Bad anatomy,Cloned face,Malformed limbs,Missing legs,Too many fingers"
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  resolution = 1024
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  seed = 12345
 
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  5. You can train your own LoRA on your desired style and use within this model.
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  ### How To Use
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+
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+ #### install requirements
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  ```python
 
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  # Tested with Python 3.10.16
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  opencv-python==4.10.0.84
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  torch==2.4.0
 
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  hf_hub_download(repo_id="briaai/BRIA-2.3-ID_Preservation", filename="ip_adapter/utils.py", local_dir="./ip_adapter")
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  ```
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+ #### inference
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  ```python
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  import cv2
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  import torch
 
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  # ================= Parameters =================
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+ default_negative_prompt = "Text,Ugly,Morbid,Mutation,Blurry,Gross proportions,Long neck,Duplicate,Mutilated,Poorly drawn face,Deformed,Bad anatomy,Cloned face"
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  resolution = 1024
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  seed = 12345