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Dockerfile

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+# Gunakan base image Python
+FROM python:3.10-slim
+
+# Install dependency sistem yang dibutuhkan (OpenCV, PIL, Ultralytics)
+RUN apt-get update && apt-get install -y \
+    git \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    libgl1-mesa-glx \
+    && rm -rf /var/lib/apt/lists/*
+
+# Buat working directory
+WORKDIR /app
+
+# Copy semua file ke container
+COPY . /app
+
+# Install dependency Python
+RUN pip install --no-cache-dir --upgrade pip
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Jalankan server Flask
+CMD ["python", "app.py"]

app.py

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+from flask import Flask, request, jsonify
+from detector.gesture_detector import detect_gesture
+
+app = Flask(__name__)
+
+@app.route("/detect", methods=["POST"])
+def detect():
+    if "image" not in request.files:
+        return jsonify({"error": "No image"}), 400
+
+    file = request.files["image"]
+    result = detect_gesture(file)
+
+    return jsonify({
+        # "image_base64": result["image_base64"],
+        "saved_to": result["saved_to"],
+        "detections": result["detections"],
+        "total_detections": result["total_detections"]
+    })
+
+if __name__ == "__main__":
+    app.run(host="0.0.0.0", port=5000)

best (2).pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5e8d22a0c8d45a320e75d0c5af20411133291bc20e0aca536986c02138f1ba09
+size 22536803

requirements.txt

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+flask==3.0.0
+flask-cors==4.0.0
+ultralytics==8.0.196
+opencv-python==4.8.1.78
+pillow==10.0.1
+numpy==1.24.3