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improve readme

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@@ -86,36 +86,75 @@ Apart from `img_bytes` these configurations add a total of 18 * 2 additional `in
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  ## Dataset Structure
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  ### Data Instances
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  A sample from the training set is provided below:
 
 
 
 
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  ```
 
 
 
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  {
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  'img_bytes': b'0x...',
 
 
 
 
 
 
 
 
 
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  }
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  ```
 
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  ### Data Fields
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  - `img_bytes`: A byte string containing the raw data of a 500x500 PNG image.
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- If `+features` is appended to the dataset name, the following additional fields are also available:
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- - `eye_angle`, `eye_angle_num_categories`
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- - `eye_lashes`, `eye_lashes_num_categories`
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- - `eye_lid`, `eye_lid_num_categories`
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- - `chin_length`, `chin_length_num_categories`
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- - `eyebrow_weight`, `eyebrow_weight_num_categories`
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- - `eyebrow_shape`, `eyebrow_shape_num_categories`
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- - `eyebrow_thickness`, `eyebrow_thickness_num_categories`
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- - `face_shape`, `face_shape_num_categories`
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- - `facial_hair`, `facial_hair_num_categories`
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- - `facial_hair_num_categories`, `facial_hair_num_categories`
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- - `hair`, `hair_num_categories`
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- - `hair_num_categories`, `hair_num_categories`
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- - `eye_color`, `eye_color_num_categories`
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- - `face_color`, `face_color_num_categories`
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- - `hair_color`, `hair_color_num_categories`
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- - `glasses`, `glasses_num_categories`
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- - `glasses_color`, `glasses_color_num_categories`
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- - `eyes_slant`, `eye_slant_num_categories`
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- - `eyebrow_width`, `eyebrow_width_num_categories`
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- - `eye_eyebrow_distance`, `eye_eyebrow_distance_num_categories`
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- -
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Data Splits
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  Train
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  ## Dataset Creation
 
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  ## Dataset Structure
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  ### Data Instances
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  A sample from the training set is provided below:
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+ ```python
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+ {
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+ 'img_bytes': b'0x...',
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+ }
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  ```
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+ If `+features` is added to the dataset name, the following additional fields are provided:
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+
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+ ```python
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  {
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  'img_bytes': b'0x...',
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+ 'eye_angle': 0,
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+ 'eye_angle_num_categories': 3,
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+ 'eye_lashes': 0,
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+ 'eye_lashes_num_categories': 2,
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+ 'eye_lid': 0,
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+ 'eye_lid_num_categories': 2,
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+ 'chin_length': 2,
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+ 'chin_length_num_categories': 3,
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+ ...
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  }
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  ```
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+
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  ### Data Fields
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  - `img_bytes`: A byte string containing the raw data of a 500x500 PNG image.
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+ If `+features` is appended to the dataset name, the following additional `int32` fields are provided:
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+
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+ - `eye_angle`
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+ - `eye_angle_num_categories`
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+ - `eye_lashes`
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+ - `eye_lashes_num_categories`
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+ - `eye_lid`
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+ - `eye_lid_num_categories`
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+ - `chin_length`
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+ - `chin_length_num_categories`
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+ - `eyebrow_weight`
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+ - `eyebrow_weight_num_categories`
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+ - `eyebrow_shape`
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+ - `eyebrow_shape_num_categories`
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+ - `eyebrow_thickness`
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+ - `eyebrow_thickness_num_categories`
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+ - `face_shape`
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+ - `face_shape_num_categories`
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+ - `facial_hair`
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+ - `facial_hair_num_categories`
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+ - `facial_hair_num_categories`
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+ - `facial_hair_num_categories`
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+ - `hair`
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+ - `hair_num_categories`
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+ - `hair_num_categories`
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+ - `hair_num_categories`
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+ - `eye_color`
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+ - `eye_color_num_categories`
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+ - `face_color`
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+ - `face_color_num_categories`
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+ - `hair_color`
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+ - `hair_color_num_categories`
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+ - `glasses`
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+ - `glasses_num_categories`
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+ - `glasses_color`
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+ - `glasses_color_num_categories`
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+ - `eyes_slant`
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+ - `eye_slant_num_categories`
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+ - `eyebrow_width`
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+ - `eyebrow_width_num_categories`
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+ - `eye_eyebrow_distance`
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+ - `eye_eyebrow_distance_num_categories`
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+
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+
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  ### Data Splits
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  Train
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  ## Dataset Creation