Spaces:
Sleeping
Sleeping
Commit ·
ce47d0c
1
Parent(s): 6e77bf4
Upload Gradio app for mental health analysis
Browse files- app.py +17 -0
- requirements.txt +2 -0
app.py
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
# Load your model from Hugging Face
|
| 5 |
+
classifier = pipeline("text-classification", model="coldnasser/depression-anxiety-mindscape")
|
| 6 |
+
|
| 7 |
+
# Define the prediction function
|
| 8 |
+
def predict(text):
|
| 9 |
+
return classifier(text)
|
| 10 |
+
|
| 11 |
+
# Create the Gradio interface
|
| 12 |
+
gr.Interface(
|
| 13 |
+
fn=predict,
|
| 14 |
+
inputs="text",
|
| 15 |
+
outputs="label",
|
| 16 |
+
title="Mindscape AI Therapist"
|
| 17 |
+
).launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
transformers
|
| 2 |
+
gradio
|