An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: average-precision

jusjus-m/Map

↪️🗺️↩️ A redirect to Maps

Size: 1000 Bytes - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

EMalagoli92/OD-Metrics

Python library for Object Detection metrics.

Language: Python - Size: 2.27 MB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0

Cartucho/mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Language: Python - Size: 14.4 MB - Last synced at: 24 days ago - Pushed at: 10 months ago - Stars: 2,953 - Forks: 919

laclouis5/globox

A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

Language: Python - Size: 17 MB - Last synced at: 30 days ago - Pushed at: 2 months ago - Stars: 199 - Forks: 26

rafaelpadilla/Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

Language: Python - Size: 10.4 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 5,047 - Forks: 1,032

rafaelpadilla/review_object_detection_metrics

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.

Language: Python - Size: 37.2 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 1,110 - Forks: 222

Wb-az/YOLOv8-disease-detection-agriculture

YOLOV8 - Object detection

Language: Jupyter Notebook - Size: 131 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 2 - Forks: 2

ZFTurbo/Mean-Average-Precision-for-Boxes

Function to calculate mAP for set of detected boxes and annotated boxes.

Language: Python - Size: 1.73 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 132 - Forks: 21

CAMMA-public/ivtmetrics

A Python evaluation metrics package for surgical action triplet recognition

Language: Python - Size: 134 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 17 - Forks: 2

woov2/Manager_Matching_Prediction_Industry_Academia_Linkage_Contest

[공모전] 제1회 산학연계 공모전 - 고객과 가사도우미 매칭 성공 여부 예측 AI 모델 개발

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

bniladridas/dictionary-api-client

This project is a Next.js application that integrates with the Oxford Dictionary API to retrieve dictionary entries for specified words.

Language: TypeScript - Size: 80.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

elias-ramzi/ROADMAP

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

Language: Python - Size: 580 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 75 - Forks: 9

zzhanghub/eval-co-sod

PyTorch-Based Evaluation Tool for Co-Saliency Detection

Language: Python - Size: 65.4 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 92 - Forks: 28

KentaItakura/how-to-calculate-average-precision-for-object-detection

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。

Size: 24.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

xavierfactor/Diabetes-Predictive-Analytics

ML models that predict diabetic status

Language: Jupyter Notebook - Size: 4.61 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

xinguanca/MLproject_creditcardfraud

My first machine learning project.

Language: Jupyter Notebook - Size: 33.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PD-Mera/object-detection-validation

Evaluation for object detection models

Language: Python - Size: 27.3 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Sliverk/hybridAveragePrecision

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.

Language: Python - Size: 445 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

karthikvadlamani/revolut-fraudsters-detection

Performed feature engineering, cross-validation (5 fold) on baseline and cost-sensitive (accounting for class imbalance) Decision trees and Logistic Regression models and compared performance. Used appropriate performance metrics i.e., AUC ROC, Average Precision and Balanced Accuracy. Outperformed baseline model.

Language: Jupyter Notebook - Size: 34.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Mr-TalhaIlyas/Evaluation-Metrics-Package-Tensorflow-PyTorch-Keras

ML/CNN Evaluation Metrics Package

Size: 2.45 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 2

saha350/Uber_Traffic_Data_Analysis

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.

Size: 653 KB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

shreejalt/mAP-calculator

A simple script to calculate the mAP using PascalVOC2012 and COCO standards for object detection

Language: Python - Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

sichkar-valentyn/What-is-mAP-for-Objects-Detection-tasks-

Understanding of use of mAP as a metric for Objects Detection problems

Language: Jupyter Notebook - Size: 23.2 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

Related Keywords
average-precision 23 object-detection 12 metrics 7 mean-average-precision 6 bounding-boxes 4 pascal-voc 4 python 4 machine-learning 3 evaluation 3 ground-truth 3 deep-learning 3 computer-vision 3 precision-recall 3 detection 3 coco-api 3 coco-dataset 3 object-detection-metrics 2 yolo 2 pandas 2 pytorch 2 confusion-matrix 2 sklearn 2 feature-engineering 2 f-measure 2 roc-curve 2 pr-curve 2 darknet 2 iou-calculation 2 powerbi-report 1 prediction 1 matplotlib 1 imblearn 1 extra-trees-classifier 1 correlation-analysis 1 rowdatagateway 1 transformdata 1 roc-auc-curve 1 map-calculation 1 predictive-analytics 1 pipeline 1 ml 1 hyperparameter-tuning 1 gridsearchcv 1 f1-score 1 japanese 1 salient-object-detection 1 false-positive 1 intersection-over-union 1 s-measure 1 true-positive-rate 1 classification-metrics 1 curve 1 classification-accuracy 1 dice-coefficient 1 performance-metrics 1 logistic-regression 1 decision-trees 1 cross-validation 1 precision-recall-curve 1 segmentaion-metrics 1 class-imbalance-problem 1 balanced-accuracy-scores 1 auc-roc-score 1 kitti 1 3d-detection 1 columndata 1 recall 1 precision 1 onnxruntime 1 onnx 1 seaborn 1 pycaret 1 numpy 1 openimages 1 labelme 1 dataset 1 cvat 1 annotation 1 neural-network 1 darkflow 1 vision 1 object-detection-model 1 neural-networks 1 mean-average-recall 1 machinelearning 1 iou 1 deeplearning 1 deep-neural-networks 1 bounding-box 1 swift 1 sql 1 skillmap 1 react-native 1 mapper 1 java 1 google-maps 1 android 1 mean-absolute-error 1 mae 1 e-measure 1