GitHub topics: mean-average-precision
ArDoCo/Metrics
ArDoCo: Metrics for Classification & Ranking Tasks
Language: Kotlin - Size: 135 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0
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: 16 days ago - Pushed at: about 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: 18 days ago - Pushed at: 5 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: 15 days ago - Pushed at: over 1 year ago - Stars: 1,110 - Forks: 222
EMalagoli92/OD-Metrics
Python library for Object Detection metrics.
Language: Python - Size: 2.29 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0
drkocoglu/Video_Labeler
Video labeler for Training and Testing Computer Vision Models
Language: Python - Size: 110 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
pngo1997/Vector-space-Retrieval-Algorithm
Implements the Inverted Index Retrieval Algorithm and evaluates retrieval performance using Mean Average Precision.
Language: Jupyter Notebook - Size: 285 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
takehiro-code/SFU-HW-Tracks
Description of computing object tracking metrics.
Language: Python - Size: 82 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
matin-ghorbani/Mean-Average-Precision-from-Scratch
Mean Average Precision from Scratch using PyTorch
Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0
Wb-az/Image-Processing-PascalVOC
Object detection and instant segmentation - Pascal VOC dataset
Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
kuixu/pytorch_online_plotter
Online meter ploter for pytorch. Real time ploting Accuracy, Loss, mAP, AUC, Confusion Matrix
Language: Python - Size: 88.9 KB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 17 - Forks: 4
TmohamedashrafT/Yolov4-implementation
Implementing the training pipeline for YOLOv4 using PyTorch
Language: Jupyter Notebook - Size: 578 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
4prince8/Object_Detection_Yolov10
This repository contains a Jupyter notebook. It demonstrates the process of training and evaluating a YOLOv10 model for object detection using the Rock, Paper, Scissors dataset from Roboflow.
Language: Jupyter Notebook - Size: 65.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
RimTouny/Single-Object-Tracking-with-Yolov8
In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).
Language: Jupyter Notebook - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
PD-Mera/object-detection-validation
Evaluation for object detection models
Language: Python - Size: 27.3 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Xu-Justin/detection-benchmark
Evaluate a detection model performance
Language: Python - Size: 506 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
abuwildanm/Information-Retrieval
Information Retrieval with Vector Space Model for News Article
Language: Python - Size: 82.3 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2
xu-chris/yolov3_evaluator
Evaluates a given detection by calculating the mAP of the bounding box detections results based on a given test set and the detector code. This repo uses for now the yolov3_detector as an example detector for illustration
Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1
Berozain/LuceneCISI
Information Retrieval with Lucene and CISI dataset. Index documents and search between them with IB, DFR, BM-25, TF-IDF, Boolean, Axiomatic, LM-Dirichlet similarity and calculate Recall, Precision, MAP (Mean Average Precision) and F-Measure
Language: Java - Size: 1.64 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Wb-az/Experimental-Design-and-Evaluation-of-Deep-Learning-Models-for-COVID-19-Segmentation-and-Detection-
Segmentation of COVID-19 lession on chest CT images
Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1
aifenaike/Semantic_Search_and_Retrieval
A Query-Document pair ranking system using GloVe embeddings and RankCosine.
Language: Jupyter Notebook - Size: 56.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
Anjali001/Information-Retrieval-Data-Mining
Information retrieval system that gives ranked results when a query is given
Language: Jupyter Notebook - Size: 6.92 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1
Ribosome-rbx/Realtime-Medical-Mask-Detection-Based-on-Faster-RCNN
Based on Faster R-CNN, we train model on our mask dataset and leverage data augmentation to preprocess our data. Mean average precision is introduced to evaluate the model performance. You'll see data augmentation and mAP evaluation in detailed explainations, and tutorials of faster-rcnn training
Language: Jupyter Notebook - Size: 385 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
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
ShreshthSaxena/Faster-RCNN
Using Faster RCNN to detect Scratches/Spots and Dents on damaged cars data
Language: Jupyter Notebook - Size: 199 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0
aquapapaya/TVM-object-detection
A flow to compile YOLOv3/SSD using TVM and run the compiled model on CPU to calculate mAP
Language: Python - Size: 172 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
ahmedhajyahmed/yolo_sliding_window
All scripts related to yoloV4 sliding window
Language: Jupyter Notebook - Size: 836 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
sathvikg/imformation-retrieval-using-elasticsearch
Improving the performance of the information retrieval system by normalization of data .Elasticsearch engine was used and bm25 model was used to compare the performance of the IR system.
Language: Jupyter Notebook - Size: 382 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
