Create app.py

app.py

@@ -0,0 +1,14 @@
+from ultralytics import YOLO
+from flask import Flask, request, jsonify
+
+app = Flask(__name__)
+model = YOLO('best.pt')
+
+@app.route('/predict', methods=['POST'])
+def predict():
+    image = request.files['file'].read()
+    results = model(image)
+    return jsonify(results.pandas().xyxy[0].to_json(orient="records"))
+
+if __name__ == '__main__':
+    app.run(host='0.0.0.0', port=8080)