Comments (3)
@Pouyan97,
If your output is (1,13,13,30) than it seems ok, YOLO output depends on the number of labels you have. You can check this post for some details on how it works. 1 class in your models means the last dimensions should be 5 x (5 + 1) which is 30.
(-1,-1,-1,-1) isn't a typical output shape, but some models show them which doesn't necessarily mean that they won't work, the real output shape will be different anyway.
I'm not an expert on YOLO myself, but I would recommend trying your model with python on some well-tested inference code first to make sure it's 100% correct. Also, I myself prefer to work with darkflow to train tiny-yolo2 tensorflow models.
from tfclassify-unity-barracuda.
@Syn-McJ ,
Thank you I realized the 30 being the filters I set myself right after posting the question :)). The links are very helpful.
I have tested my model's weight however translating it to ONNX might have caused some problems. I can try training with Darkflow for comparison. Thanks again.
from tfclassify-unity-barracuda.
@Pouyan97 Have you solved the problem with your model? Currently, I am trying to use a tiny yolo model trained for face detection, however I am not getting any results. Unity has also been giving two warnings: "adjusted_input8: Unknown type encountered while parsing layer adjusted_input8 of type Transpose. We replace by an identity layer." and "transpose_output: Unknown type encountered while parsing layer transpose_output of type Transpose. We replace by an identity layer.". I think these warnings might be the reasons for my current problems. Any thoughts, or by any chance have you encountered this kind of warnings? By the way my input shape is (1, 416, 3, 416) so that might be an issue as well. Would really appreciate any thought, comments etc.
from tfclassify-unity-barracuda.
Related Issues (13)
- App crashes after few seconds. HOT 8
- tensorflow model to Barracuda or Onnx HOT 2
- TF2 (Keras) models in Unity
- Combining object detection with AR HOT 1
- Working on a YOLO-Barracuda implementation
- barracuda not success to convert the pb file HOT 2
- Input shape Mismatch when converting another keras model to onnx HOT 4
- Using this project with AR glasses HOT 1
- Not working on Android HOT 1
- Deploying a fast.ai resnet model for image segmentation? HOT 2
- Covert a cyclegan model to barracuda HOT 1
- I
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 tfclassify-unity-barracuda.