+
+
+
+
+ """
+
+ one_line_attribute = convert_fun(attribute)
+ except:
+ pass
+
+ str_score = str("{:.4f}".format(score))
+ if result == "REAL":
+ liveness_result = f"""| Field | +Value | +|
|---|---|---|
| Face Rect | +x | +{x1} | +
| y | +{y1} | +|
| width | +{x2 - x1 + 1} | +|
| height | +{y2 - y1 + 1} | +|
| Face Angle | +Pitch | +{"{:.4f}".format(pitch)} | +
| Yaw | +{"{:.4f}".format(yaw)} | +|
| Roll | +{"{:.4f}".format(roll)} | +|
Liveness Check: REAL
Score: {str_score}
Liveness Check: {result}
Score: {str_score}
+
+
+
+ Face Liveness Detection {version}
+🤝 Contact us for our on-premise Face Recognition, Liveness Detection SDKs deployment
+ +
+ 
+ 
+ 
+ 
+
+
+
+
+
+ +
+ 
+ 
+ 
+ 
+ 
+
+
+
+
+
+
+ + """ + ) + + + with gr.Group(): + if activate_result == 0: + gr.Markdown("""
Activation Success!
""") + else: + gr.Markdown("""Activation Failed!
""") + + gr.Textbox(device_id, label="Hardware ID") + + + with gr.Row(): + with gr.Column(scale=1): + face_input = gr.Image(label="Image", type='filepath', elem_classes="example-image") + gr.Examples([os.path.join(root_path,'examples/att_1.jpg'), + os.path.join(root_path,'examples/att_2.jpg'), + os.path.join(root_path,'examples/att_3.jpg'), + os.path.join(root_path,'examples/att_4.jpg'), + os.path.join(root_path,'examples/att_5.jpg'), + os.path.join(root_path,'examples/att_6.jpg'), + os.path.join(root_path,'examples/att_7.jpg'), + os.path.join(root_path,'examples/att_8.jpg'), + os.path.join(root_path,'examples/att_9.jpg'), + os.path.join(root_path,'examples/att_10.jpg')], + inputs=face_input) + + with gr.Blocks(): + with gr.Column(scale=1, elem_classes="block-background"): + txt_threshold = gr.Textbox(f"{SPOOF_THRESHOLD}", label="Spoof Threshold", interactive=True) + check_liveness_button = gr.Button("Check Liveness", variant="primary", size="lg") + with gr.Row(elem_classes="face-row"): + face_output = gr.Image(value=os.path.join(dir_path,'icons/face.jpg'), label="Face", scale=0, elem_classes="face-image") + + liveness_result = gr.Markdown("") + txt_speed = gr.Textbox(f"", label="Processing Time (ms)", interactive=False, visible=False) + attribute_result = gr.Markdown("") + + check_liveness_button.click(check_liveness_clicked, inputs=[face_input, txt_threshold], outputs=[face_output, liveness_result, attribute_result, txt_speed]) + + demo.launch(server_name="0.0.0.0", server_port=7860, show_api=False) + +if __name__ == '__main__': + g_activation_result = activate_sdk() + launch_demo(g_activation_result) diff --git a/gradio/icons/face.jpg b/gradio/icons/face.jpg new file mode 100644 index 0000000000000000000000000000000000000000..497bd744734b412dbb26c7a7ce05fe4b64ba5301 Binary files /dev/null and b/gradio/icons/face.jpg differ diff --git a/install.sh b/install.sh new file mode 100644 index 0000000000000000000000000000000000000000..aa7ea3a82c21b161b4d4b6f323cb6ee5918baa5d --- /dev/null +++ b/install.sh @@ -0,0 +1,38 @@ +#!/bin/sh + +echo "Install environment..." + +. /etc/os-release +ubuntu_version="$VERSION_ID" +echo "Ubuntu version: $ubuntu_version" + +# Check if the version is 20.04 or later +if [ "$ubuntu_version" \< "20.04" ]; then + # Print an error message and exit + echo "Error: Ubuntu version must be 20.04 or later" + exit 1 +fi + +# Install packages: +sudo apt-get update -y && sudo apt-get install -y python3 python3-pip python3-opencv libcurl4-openssl-dev libssl-dev libtbb-dev + +# Install requirements: +python3 -m pip install --upgrade pip && python3 -m pip install opencv-python flask flask-cors gradio + +# Copy libraries to /usr/lib based on Ubuntu version +if [ "$ubuntu_version" = "20.04" ]; then + # Copy library for Ubuntu 20.04 + sudo cp -f dependency/libimutils.so /usr/lib +elif [ "$ubuntu_version" = "22.04" ]; then + # Copy library for Ubuntu 22.04 + sudo cp -f dependency/libimutils.so_for_ubuntu22 /usr/lib/libimutils.so +else + # Print an error message for unsupported Ubuntu versions + echo "Error: Unsupported Ubuntu version" + exit 1 +fi + +# Copy OpenVino library +sudo cp -rf dependency/openvino /usr/lib + +echo "Installed successfully!" \ No newline at end of file diff --git a/license.txt b/license.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad5e84b853fe9570adfa83338a70312833f96c3 --- /dev/null +++ b/license.txt @@ -0,0 +1,6 @@ +{ + "licenseKey": "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", + "signature": "neF5kmgO1xJ0PQ05w4+7u/cESP0x5IuK0tCreHS6fENghJ880/7be/FWtymT1wgE0rDdXwXLeseEpr9IiA5cCZJRKyXMxxkNk6nkF5xly+BwKnr68hl0qki62NiEK5Z/lINSS4s4YA2o/L+fkVRhOmLaxaVTxGdtG8J4+ZZzag9QC5KQXBHxEnOaDaolW67wdaMS4jaLxrHXQY71kBr/MaACCr7yn5USLPpa0QJG3rtFSNytnMceHiNDaIVzwzJVoZpzRH5JCHAp0HbRNF5i2YaqvR+OcQvQv+0UuBBbD8wIYeO/gW1zFG6spp6qLvmzRwkbJt79P05IEOKZZvLu/w==", + "result": 0, + "message": "" +} \ No newline at end of file diff --git a/readme.txt b/readme.txt new file mode 100644 index 0000000000000000000000000000000000000000..7220b791298c899ae899402b2f39a5951611f660 --- /dev/null +++ b/readme.txt @@ -0,0 +1,39 @@ +Guide - Face Liveness Detection Linux for eKYC + +Read more details on https://docs.recognito.vision/ + +1. System + - OS: Ubuntu 20.04 or later +2. Installation of dependency + - Run the install.sh script. + ./install.sh +3. Set SDK license key (online or offline mode) + - Online: Set online license key as an environment variable. + export FL_LICENSE_KEY="XXXXX-XXXXX-XXXXX-XXXXX" + - Offline: Copy 'license.txt' license file to the work directory + For offline licensing, you must first provide us with the hardware ID of your machine. + You can get your Hardware ID when running demos. + +4. Run demo + - Run flask, gradio demo script + ./run_demo.sh [OPTION --gradio(-g), --flask(-f), --help(-h)] + - Docker + sudo docker pull recognito/face-liveness:latest + sudo docker run -it -e FL_LICENSE_KEY="XXXXX-XXXXX-XXXXX-XXXXX" -p 8001:8000 -p 7861:7860 recognito/face-liveness:latest [OPTION --gradio(-g), --flask(-f)] + +5. Test + - Flask + To test the API, you can use Postman. Here are the endpoints for testing: + Test with image files: Send a POST request with [image] in form-data format to http://{xx.xx.xx.xx}:8000/api/check_liveness. + e.g. http://127.0.0.1:8000/api/check_liveness + Test with base64-encoded images: Send a POST request with [image] in raw format to http://{xx.xx.xx.xx}:8000/api/check_liveness_base64. + If testing in Docker container, use the URL http://{xx.xx.xx.xx}:8001/ instead of 8000 PORT. + - Gradio + Run http://{xx.xx.xx.xx}:7860/ on web browser. + e.g. http://127.0.0.1:7860/ + If testing in Docker container, use the URL http://{xx.xx.xx.xx}:7861/ instead of 7860 PORT. + +6. Contact us if any issue + email: hassan@recognito.vision + whatsapp: +14158003112 + telegram: @recognito_vision diff --git a/run_demo.sh b/run_demo.sh new file mode 100644 index 0000000000000000000000000000000000000000..383bd1b8d4e37eec1ee6825693d82ccb47b345ca --- /dev/null +++ b/run_demo.sh @@ -0,0 +1,37 @@ +#!/bin/sh + +# Add the current directory to PYTHONPATH +export PYTHONPATH=$(dirname "$(pwd)"):$PYTHONPATH + +# Set LD_LIBRARY_PATH +export LD_LIBRARY_PATH="/usr/lib/openvino:$LD_LIBRARY_PATH" + +show_help() { + echo "Usage: $0 [OPTIONS]" + echo "Options:" + echo " -f, --flask Run flask demo" + echo " -g, --gradio Run gradio ui demo" + echo " -h, --help Show this help message" +} + +# Parse command-line options +if [ $# -eq 0 ] || [ $# -gt 1 ]; then + show_help +else + # Check the provided option + case $1 in + --gradio|-g) + python3 gradio/app.py + ;; + --flask|-f) + python3 flask/app.py + ;; + --help|-h) + show_help + ;; + *) + echo "Invalid option: $1" + show_help + ;; + esac +fi \ No newline at end of file