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Table of contents
Anaconda installs pycocotools:
Introduction to pycocotools
pycocotools is a Python tool library for evaluating the results of object detection and image segmentation tasks. This library was developed on the COCO dataset and thus can be used to evaluate training and testing on COCO.
This library provides many functions for computing different evaluation metrics like precision, recall, average precision (AP), etc. It also provides some helper functions for converting detection results to COCO format for evaluation.
The main functions of the pycocotools library include:
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Load the COCO dataset.
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Convert the detection results to COCO format.
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Compute different evaluation metrics such as precision, recall, and average precision.
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Generate evaluation reports to help users understand the performance of the model.
The use of the pycocotools library can help developers and researchers evaluate the performance of their object detection and image segmentation models on the COCO dataset. This can help them better understand the strengths and weaknesses of their models and provide guidance for further improvements.
Problem Description
The installation of pycocotools has been failing, causing the program to fail to run.
ModuleNotFoundError: No module named 'pycocotools'Solution
Click on the link Baidu Netdisk to download the pycocotools file.
Link: Baidu Netdisk
Extraction code: oxgi
Anaconda installs pycocotools:
Keep it after downloading the file, then find the Anaconda folder and enter the folder , enter envs , enter the virtual environment you created , enter Lib , enter site-packages , and copy the downloaded file to the site-packages folder.
python install pycocotools
Find the folder where python is installed, enter Lib, enter site-packages , and copy the downloaded file to the site-packages folder.
After solving
It can be seen that whether it is python or anaconda virtual environment, it has been solved~
