Comments (1)
@Kelly02140 hello,
Thank you for reaching out and providing detailed information about your issue.
The error AttributeError: 'DetectMultiBackend' object has no attribute 'input_details'
typically occurs when there is a mismatch between the code and the model weights being used. Here are a few steps to help troubleshoot and resolve this issue:
-
Update YOLOv5 Repository: Ensure you are using the latest version of the YOLOv5 repository. You can update your local repository by running:
git pull
-
Verify Model Compatibility: Make sure that the custom-trained weights are compatible with the version of YOLOv5 you are using. Sometimes, weights trained on older versions may not be compatible with newer code.
-
Check for Model Conversion: If you have converted your model to another format (e.g., TensorFlow, ONNX), ensure that the conversion process was successful and that the model is correctly loaded.
-
Re-train or Re-export Weights: If the issue persists, consider re-training your model or re-exporting the weights using the latest YOLOv5 codebase.
-
Example Code: Here is a snippet to ensure you are loading the model correctly:
from yolov5 import YOLOv5 # Load model model = YOLOv5('path/to/your/custom/weights.pt') # Perform inference results = model('path/to/your/video.mp4')
-
Environment Check: Ensure that your environment has all the required dependencies updated. You can do this by running:
pip install -r requirements.txt
If you have verified all the above steps and the issue still persists, please provide additional details such as the exact steps you followed to train and export your custom weights. This will help in diagnosing the problem more effectively.
Feel free to reach out if you have any further questions or need additional assistance. The YOLO community and the Ultralytics team are here to help! 😊
from yolov5.
Related Issues (20)
- What prevents me from using the AMP function? HOT 1
- Background annotation HOT 6
- Hi @7rkMnpl, HOT 2
- Multiple GPU Hyperparameter evolution HOT 5
- Marking YOLOv5 Detection Text Outputs with TP or FP HOT 4
- Multiple threads using yolov5 model concurrent inference failed HOT 4
- Detect head structure differs HOT 4
- runs\train\exp10 is not a directory HOT 12
- Similar mAP when splitting data into train, val and test HOT 4
- Syntax and understanding questions about reading tensorflow lite results HOT 1
- A Error which blast my mind.... HOT 1
- Yolov5 Int8 export in PyTorch HOT 10
- Video inference with YOLOv5 model in python HOT 3
- How to disable or add new scales of prediction? HOT 5
- Installation on Windows 7 32 bits HOT 3
- Artificial Neural Network - interpreting model.save output HOT 1
- Origin of warmup_bias_lr? HOT 3
- Silicon Mac GPU Support for training HOT 1
- Split features map of data HOT 1
- incorrect detections for cars after fine-tuning yolov5l HOT 1
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 yolov5.