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Please update vyolov5.6.2 to support numpy1.20 or higher. #12902

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FN4321 opened this issue Apr 10, 2024 · 3 comments
Closed
2 tasks done

Please update vyolov5.6.2 to support numpy1.20 or higher. #12902

FN4321 opened this issue Apr 10, 2024 · 3 comments
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@FN4321
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FN4321 commented Apr 10, 2024

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  • I have searched the YOLOv5 issues and found no similar bug report.

YOLOv5 Component

Training

Bug

### Bug details

I am training a yolov5.6.2 model with google colab.
At that time, an error occurred in the attached image.

2024-04-10 135135

The contents are "AttributeError: module 'numpy' has no attribute 'int'." in the directory "/content/drive/MyDrive/ncom-pj/myfolder/code_main_valid7/yolov5/utils/dataloaders.py".
The error is that the method int is not applied to numpy.
This is happening in the content of the file, so I would appreciate it if you could fix it.

Environment

YOLOv5 🚀 v6.2-0-gd3ea0df8 Python-3.10.12 torch-2.2.1+cu121 CUDA:0 (Tesla T4, 15102MiB)
Setup complete ✅ (8 CPUs, 51.0 GB RAM, 29.0/201.2 GB disk)

Minimal Reproducible Example


!git clone https://github.com/ultralytics/yolov5.git -b v6.2

!pip install -qr yolov5/requirements.txt

%cd yolov5

import utils
display = utils.notebook_init()

5 ← Error location
!python train.py --img 416 --batch 16 --epochs 1 --weights yolov5s.pt --data data/data.yaml --cfg models/yolov5s.yaml --patience 50

Additional

Before code 2, I installed numpy==1.19.5, which supports numpy.int(). However, it was automatically updated during training.
Also, with the git clone !git clone https://github.com/ultralytics/yolov5.git, I was able to successfully training and predicting.
If you like, configure the model with !git clone https://github.com/ultralytics/yolov5.git -b v6.2 and !git clone https://github.com/ultralytics/yolov5.git I would be happy if I knew if it didn't change.

Are you willing to submit a PR?

  • Yes I'd like to help by submitting a PR!
@FN4321 FN4321 added the bug Something isn't working label Apr 10, 2024
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👋 Hello @FN4321, thank you for your interest in YOLOv5 🚀! Please visit our ⭐️ Tutorials to get started, where you can find quickstart guides for simple tasks like Custom Data Training all the way to advanced concepts like Hyperparameter Evolution.

If this is a 🐛 Bug Report, please provide a minimum reproducible example to help us debug it.

If this is a custom training ❓ Question, please provide as much information as possible, including dataset image examples and training logs, and verify you are following our Tips for Best Training Results.

Requirements

Python>=3.8.0 with all requirements.txt installed including PyTorch>=1.8. To get started:

git clone https://github.com/ultralytics/yolov5  # clone
cd yolov5
pip install -r requirements.txt  # install

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Designed to be fast, accurate, and easy to use, YOLOv8 is an ideal choice for a wide range of object detection, image segmentation and image classification tasks. With YOLOv8, you'll be able to quickly and accurately detect objects in real-time, streamline your workflows, and achieve new levels of accuracy in your projects.

Check out our YOLOv8 Docs for details and get started with:

pip install ultralytics

@glenn-jocher
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Thank you for the detailed report! 👍

It seems you've encountered a compatibility issue with numpy versions. The numpy.int attribute error is known to occur with numpy 1.20 and above due to deprecation of certain aliases for Python built-in types.

To prevent numpy from automatically updating, you can try pinning its version right after installing YOLOv5's requirements. Here's a modified step to include after your step 2:

!pip install numpy==1.19.5

This ensures numpy remains at version 1.19.5 throughout your training session. If you still encounter issues, consider creating a virtual environment specifically for your YOLOv5 project to better manage dependency versions.

We appreciate your willingness to submit a PR. Enhancements for compatibility with newer numpy versions can certainly benefit the community. For further guidance on contributing, refer to our documentation at https://docs.ultralytics.com/yolov5/.

Your collaboration helps us all! 🌟

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👋 Hello there! We wanted to give you a friendly reminder that this issue has not had any recent activity and may be closed soon, but don't worry - you can always reopen it if needed. If you still have any questions or concerns, please feel free to let us know how we can help.

For additional resources and information, please see the links below:

Feel free to inform us of any other issues you discover or feature requests that come to mind in the future. Pull Requests (PRs) are also always welcomed!

Thank you for your contributions to YOLO 🚀 and Vision AI ⭐

@github-actions github-actions bot added the Stale label May 11, 2024
@github-actions github-actions bot closed this as not planned Won't fix, can't repro, duplicate, stale May 21, 2024
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