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MediaPipe Team
2019-09-18 15:06:31 -07:00
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Here are descriptions of the models used in the [example applications](../docs/examples.md).
### Object Detection
For details on the models, see [here](object_detection_saved_model/README.md).
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/ssdlite_object_detection.tflite)
* See [here](object_detection_saved_model/README.md) for model details.
* [Object Detection on Desktop](../docs/object_detection_desktop.md)
* [Object Detection on GPU on Android](../docs/object_detection_android_gpu.md)
* [Object Detection on CPU on Android](../docs/object_detection_android_cpu.md)
### Face Detection
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/face_detection_front.tflite)
* Paper: ["BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs"](https://sites.google.com/corp/view/perception-cv4arvr/blazeface)
* [Model card](https://sites.google.com/corp/view/perception-cv4arvr/blazeface#h.p_21ojPZDx3cqq)
### BlazeFace face detection model
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/face_detection_front.tflite)
* Paper: ["BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs"](https://sites.google.com/corp/view/perception-cv4arvr/blazeface)
* Model card: [BlazeFace model card](https://sites.google.com/corp/view/perception-cv4arvr/blazeface#h.p_21ojPZDx3cqq)
### Hair segmentation model
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hair_segmentation.tflite)
* Paper: ["Real-time Hair segmentation and recoloring on Mobile GPUs"](https://sites.google.com/corp/view/perception-cv4arvr/hair-segmentation)
* Model card: [Hair segmentation model card](https://sites.google.com/corp/view/perception-cv4arvr/hair-segmentation#h.p_NimuO7PgHxlY)
### Hand Detection and Tracking
* [Palm detection TfLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/palm_detection.tflite)
* [2D hand landmark TfLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hand_landmark.tflite)
* [3D hand landmark TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hand_landmark_3d.tflite)
* [Google AI Blog post](https://mediapipe.page.link/handgoogleaiblog)
* [Model card](https://mediapipe.page.link/handmc)
### Hair Segmentation
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hair_segmentation.tflite)
* Paper: ["Real-time Hair segmentation and recoloring on Mobile GPUs"](https://sites.google.com/corp/view/perception-cv4arvr/hair-segmentation)
* [Model card](https://sites.google.com/corp/view/perception-cv4arvr/hair-segmentation#h.p_NimuO7PgHxlY)