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MediaPipe Team
2020-08-13 15:10:54 -04:00
committed by chuoling
parent 73f4475c17
commit a7225b938a
4 changed files with 19 additions and 18 deletions
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@@ -5,7 +5,7 @@
* For back-facing cameras: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/face_detection_back.tflite)
* [Model page](https://sites.google.com/corp/view/perception-cv4arvr/blazeface)
* Paper: ["BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs"](https://arxiv.org/abs/1907.05047)
* [Model card](https://sites.google.com/corp/view/perception-cv4arvr/blazeface#h.p_21ojPZDx3cqq)
* [Model card](https://mediapipe.page.link/blazeface-mc)
### Face Mesh
* Face detection: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/face_detection_front.tflite) (see above)
@@ -14,12 +14,12 @@
* Paper: ["Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs"](https://arxiv.org/abs/1907.06724)
* [Google AI Blog post](https://ai.googleblog.com/2019/03/real-time-ar-self-expression-with.html)
* [TensorFlow Blog post](https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html)
* [Model card](https://drive.google.com/file/d/1VFC_wIpw4O7xBOiTgUldl79d9LA-LsnA/view)
* [Model card](https://mediapipe.page.link/facemesh-mc)
### Hand Detection and Tracking
* Palm detection: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/palm_detection.tflite), [TF.js model](https://tfhub.dev/mediapipe/handdetector/1)
* 3D hand landmarks: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hand_landmark.tflite), [TF.js model](https://tfhub.dev/mediapipe/handskeleton/1)
* [Google AI Blog post](https://mediapipe.page.link/handgoogleaiblog)
* [Google AI Blog post](https://ai.googleblog.com/2019/08/on-device-real-time-hand-tracking-with.html)
* [TensorFlow Blog post](https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html)
* [Model card](https://mediapipe.page.link/handmc)
@@ -42,14 +42,14 @@
[BlazePose: On-device Real-time Body Pose Tracking](https://arxiv.org/abs/2006.10204)
([presentation](https://youtu.be/YPpUOTRn5tA))
* Google AI Blog:
[BlazePose - On-device Real-time Body Pose Tracking](https://mediapipe.page.link/blazepose-blog)
[BlazePose - On-device Real-time Body Pose Tracking](https://ai.googleblog.com/2020/08/on-device-real-time-body-pose-tracking.html)
* [Model card](https://mediapipe.page.link/blazepose-mc)
### Hair Segmentation
* [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/hair_segmentation.tflite)
* [Model page](https://sites.google.com/corp/view/perception-cv4arvr/hair-segmentation)
* Paper: ["Real-time Hair segmentation and recoloring on Mobile GPUs"](https://arxiv.org/abs/1907.06740)
* [Model card](https://drive.google.com/file/d/1lPwJ8BD_-3UUor4LayQ0xpa_RIC_hoRh/view)
* [Model card](https://mediapipe.page.link/hairsegmentation-mc)
### Objectron (3D Object Detection)
* Shoes: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/object_detection_3d_sneakers.tflite)
@@ -64,6 +64,6 @@
* Up to 200 keypoints: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/knift_float.tflite)
* Up to 400 keypoints: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/knift_float_400.tflite)
* Up to 1000 keypoints: [TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/models/knift_float_1k.tflite)
* [Google Developers Blog post](https://mediapipe.page.link/knift)
* [Google Developers Blog post](https://developers.googleblog.com/2020/04/mediapipe-knift-template-based-feature-matching.html)
* [Model card](https://mediapipe.page.link/knift-mc)