Comments (4)
@dkozlov We have Dockerfile that you can use to build docker containers of MediaPipe.
Typically, MediaPipe graph runtime is one to one machine instance (i.e. parallel independent machines running multiple independent MediaPipe graphs). There is currently no support for MediaPipe in distributed mode (one graph on several machines).
What is the distributed mode you are looking for? and what use case? Media processing of lots of video files
from mediapipe.
For example if you have a pipeline which should be executed in the real time and consist of large neural network models which could not be placed on the single instance. Model parallelism, lower-latency parallel inference (at batch size 1). As I remember Tensorflow could be runned in distributed mode for model parallelism. Do you have any example of integration mediapipe with https://github.com/tensorflow/mesh?
from mediapipe.
@dkozlov Unfortunately we don't have such an example working with TensorFlow Mesh. Is your model that big that it you need model parallelism? What's the use cast?
from mediapipe.
Thank you for response @mgyong! I have several different models which depend on each other and connected into single complicated pipeline and do not fit in single node. My workload is low-latency parallel inference with batch size equals to single image. Full pipeline latency should be less than 1 second. Actually I am not using the model parallelism it is just separately connected models but I am curious if mediapipe could help me.
from mediapipe.
Related Issues (20)
- Eyebrow Segmentation with Mediapipe in Python HOT 1
- online web demo yields better hand detection than its python equivalent HOT 4
- It is incorrect of using pose_landmark_full.tflite inference HOT 7
- Can't use MediaPipe in VisionOS development HOT 4
- Incorrect callback method argument for ObjectDetector.detect_async HOT 3
- No clear apks for quick testing HOT 1
- how to reduce the wasm and HOT 1
- Xcode: Duplicate Symbols (Conflicts with MLKit dependencies)
- BaseOptions() concatenates model_asset_path with path of venv/libsite-packages HOT 3
- I use python MediaPipe in Linux , How do i use GPU HOT 5
- Build Errro : BUILD.bazel:2613:19: Compiling src/amalgam/gen/avx512amx.c failed: (Exit 1): HOT 4
- When I use RGB data, errors always occur. Can I use RGB formatted images for inference in Java? HOT 1
- Build fails for Coral - Docker gcc too old for XNNPACK? HOT 6
- MediaPipe FaceDetector Module POC Error - Error: StartGraph failed: $Service "kGpuService", required by node HOT 2
- Error when building facemesh example on M1 mac HOT 6
- How to turn off the automatic pop-up gesture in gesture recognition HOT 2
- Missing API declaration Warning from Apple App Store Connect HOT 1
- couldn't use kaggle GPU HOT 2
- Mediapipe lagging with Tkinter HOT 2
- No attribute 'GenerateCpuTfLite' HOT 4
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from mediapipe.