Update README.md

README.md

@@ -7,4 +7,33 @@ language:
 pipeline_tag: image-classification
 tags:
 - medical
----
+---
+# MultiCaReClassifier for Medical Image Classification
+
+The MultiCaReClassifier is a model ensemble used for multilabel medical image classification. It includes classes such as:
+- image_type: 'radiology', 'pathology', 'endoscopy', 'ophthalmic_imaging', 'medical_photograph', 'electrography', 'chart'.
+- image_subtype: 'ultrasound', 'x_ray', 'ct', 'mri', 'h&e', 'immunostaining', 'fundus_photograph', 'ekg', 'eeg', etc.
+- radiology_region: 'thorax', 'head', 'abdomen', 'upper_limb', 'lower_limb', etc.
+- radiology_view: 'frontal', 'sagittal', 'axial', 'oblique', etc.
+
+
+1. Clone this repo:
+```
+!git clone https://huggingface.co/mauro-nievoff/MultiCaReClassifier
+```
+
+2. Change the directory:
+```
+%cd /content/MultiCaReClassifier
+```
+
+3. Import the MultiCaReClassifier class:
+```
+from MultiCaReClassifier.pipeline import *
+```
+
+4. Get the predictions for a given image folder:
+```
+predictions = MultiCaReClassifier(image_folder = '/content/img')
+predictions.data.head()
+```