Comments (11)
Is there a corresponding TF bug tracing this so that we can follow up?
from mediapipe.
Hi,
I was able to get two galaxy s8 phones for testing, one with Adreno GPU and one with Mali GPU. I can reproduce this issue on the Mali chipset, while the Adreno works just fine.
It appears there is some hardware/memory limitations on the galaxy s8 G950FD with Mali chipset.
On that phone, none of the GPU examples with tflite seem to work as-is, but i was able to modify the CPU examples to run inference on the GPU (i.e. add "use_gpu: true" to the TfLiteInferenceCalculatorOptions in the graphs.
You may be able to create a CPU version of the hand graphs (remove all "_GPU" from stream names in the graphs) and run inference on the GPU still (add "use_gpu:true" to inference calculator options), as a workaround, but the performance won't be that good.
Meanwhile we will continue to improve support for a variety of devices.
from mediapipe.
Same on Galaxy S9.
from mediapipe.
Reproduced on Galaxy S9, though Xiaomi Redmi 4x works fine
from mediapipe.
Same issue on Galaxy S9+ (SM-G965F/DS).
from mediapipe.
This bug is specific to TF. Will close in MediaPipe
from mediapipe.
We (MediaPipe) will follow up with TensorFlow team and provide an update here.
from mediapipe.
Any updates on that issue ?
Same on S8+ and A20
from mediapipe.
@hebamohamed @leetenthu @Macoron @sevar83 @cheongjunyoung Fixed bug in v0.6.5 release. Pls check out v0.6.5 and let us know if this release fixed the issue
from mediapipe.
Tested on Mali G51 multihandtrackinggpu --3D=true, on my side it is working now.
from mediapipe.
Tested on Galaxy S9+, it is working now, thanks!
from mediapipe.
Related Issues (20)
- Pose model failure reason
- 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 1
- 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 2
- When I use RGB data, errors always occur. Can I use RGB formatted images for inference in Java?
- Build fails for Coral - Docker gcc too old for XNNPACK?
- MediaPipe FaceDetector Module POC Error - Error: StartGraph failed: $Service "kGpuService", required by node
- Error when building facemesh example on M1 mac HOT 5
- How to turn off the automatic pop-up gesture in gesture recognition HOT 2
- Missing API declaration Warning from Apple App Store Connect
- couldn't use kaggle GPU
- Mediapipe lagging with Tkinter
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.