Most popular metrics used to evaluate object detection algorithms.
metrics object-detection bounding-boxes pascal-voc mean-average-precision precision-recall average-precision
-
Updated
Jun 29, 2025 - Python
#
average-precision
Here are 24 public repositories matching this topic...
Language: All
Filter by language
Sort: Most stars
Sort options
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
machine-learning computer-vision neural-network metrics detection yolo object-detection darknet ground-truth pascal-voc darkflow average-precision
-
Updated
Aug 15, 2024 - Python
Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
metrics object-detection bounding-boxes pascal-voc mean-average-precision coco-dataset precision-recall average-precision coco-api pacal-voc-ap pascal-metrics
-
Updated
Aug 29, 2025 - Python
A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.
annotation metrics dataset yolo object-detection openimages bounding-boxes pascal-voc labelme mean-average-precision average-precision cvat coco-api voc2coco
-
Updated
Oct 2, 2025 - Python
Function to calculate mAP for set of detected boxes and annotated boxes.
-
Updated
May 28, 2024 - Python
PyTorch-Based Evaluation Tool for Co-Saliency Detection
python evaluation pytorch auc roc-curve mae salient-object-detection co-saliency average-precision f-measure mean-absolute-error pr-curve e-measure s-measure
-
Updated
Dec 12, 2020 - Python
This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.
-
Updated
Apr 6, 2023 - Python
A Python evaluation metrics package for surgical action triplet recognition
python machine-learning recognition metrics detection object-detection average-precision action-triplet
-
Updated
Dec 10, 2024 - Python
ML/CNN Evaluation Metrics Package
curve confusion-matrix roc-curve precision-recall-curve dice-coefficient precision-recall average-precision f-measure object-detection-metrics classification-accuracy segmentaion-metrics classification-metrics
-
Updated
Aug 3, 2022
Python library for Object Detection metrics.
deep-neural-networks computer-vision deep-learning metrics vision neural-networks machinelearning deeplearning object-detection bounding-boxes iou mean-average-precision coco-dataset average-precision iou-calculation bounding-box object-detection-model object-detection-metrics coco-api mean-average-recall
-
Updated
Sep 9, 2025 - Python
A simple script to calculate the mAP using PascalVOC2012 and COCO standards for object detection
-
Updated
Jun 8, 2022 - Python
PR曲線を用いた平均適合率の計算の方法についての説明と、実装による理解の確認を行います。
-
Updated
Jan 31, 2022
YOLOV8 - Object detection
computer-vision deep-learning live-streaming pandas pytorch object-detection optimization-algorithms average-precision inference-optimization openvino-toolkit openvino-inference-engine ray-tune ultralytics yolov8
-
Updated
Mar 17, 2025 - Jupyter Notebook
Understanding of use of mAP as a metric for Objects Detection problems
ground-truth false-positive intersection-over-union mean-average-precision average-precision iou-calculation true-positive-rate
-
Updated
Mar 25, 2020 - Jupyter Notebook
[공모전] 제1회 산학연계 공모전 - 고객과 가사도우미 매칭 성공 여부 예측 AI 모델 개발
-
Updated
Mar 26, 2025 - Jupyter Notebook
Built various machine learning models for banks to develop effective credit rating
python finance machine-learning banking auc recall confusion-matrix loan feature-engineering precision gradient-boosting-classifier model-metrics f1-score random-forest-classifier sgd-classifier label-encoding average-precision model-accuracy one-hot-encoding credit-rating
-
Updated
Apr 5, 2023 - Jupyter Notebook
In this Power Bi project, all the data has been compared using different shifts and the delayed time. Here the range of the upper bound is also analyzed where the maximum upper bound is predicted in the morning shift compared to mid-day and evening shift. The delay time in morning (A.M.) and Evening (P.M.) ranges have also been predicted.
-
Updated
Nov 13, 2022
My first machine learning project.
numpy sklearn pandas seaborn matplotlib confusion-matrix correlation-analysis imblearn extra-trees-classifier average-precision pycaret
-
Updated
Feb 11, 2024 - Jupyter Notebook
Calculation of Average Precision (AP) for fruit classification (ripe/unripe).
-
Updated
Oct 15, 2025 - Jupyter Notebook
This is a novel average precision calculation named hybrid N-point interpolation method to eliminate the average precision distortion in KITTI 3D Object Detection Benchmark.
-
Updated
Apr 2, 2023 - Python
Improve this page
Add a description, image, and links to the average-precision topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the average-precision topic, visit your repo's landing page and select "manage topics."