mean-average-precision
There are 3 repositories under mean-average-precision topic.
rafaelpadilla / Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
Language:Python 4860Object 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 1018laclouis5 / 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 155kuixu / pytorch_online_plotter
Online meter ploter for pytorch. Real time ploting Accuracy, Loss, mAP, AUC, Confusion Matrix
Language:Python 17abuwildanm / Information-Retrieval
Information Retrieval with Vector Space Model for News Article
Language:Python 5aifenaike / Semantic_Search_and_Retrieval
A Query-Document pair ranking system using GloVe embeddings and RankCosine.
Language:Jupyter Notebook 4- OD-Metrics
EMalagoli92 / OD-Metrics
Python library for Object Detection metrics.
Language:Python 3 sichkar-valentyn / What-is-mAP-for-Objects-Detection-tasks-
Understanding of use of mAP as a metric for Objects Detection problems
Language:Jupyter Notebook 3ahmedhajyahmed / yolo_sliding_window
All scripts related to yoloV4 sliding window
Language:Jupyter Notebook 1Anjali001 / Information-Retrieval-Data-Mining
Information retrieval system that gives ranked results when a query is given
Language:Jupyter Notebook 1- LuceneCISI
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 1 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 1ShreshthSaxena / Faster-RCNN
Using Faster RCNN to detect Scratches/Spots and Dents on damaged cars data
Language:Jupyter Notebook 1takehiro-code / SFU-HW-Tracks
Description of computing object tracking metrics.
Language:Python 1xu-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
Xu-Justin / detection-benchmark
Evaluate a detection model performance
Language:Python 1- Language:Jupyter Notebook 0
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 0TmohamedashrafT / Yolov4-implementation
Implementing the training pipeline for YOLOv4 using PyTorch
Language:Jupyter Notebook 0Wb-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 0- Language:Jupyter Notebook 0
aquapapaya / TVM-object-detection
A flow to compile YOLOv3/SSD using TVM and run the compiled model on CPU to calculate mAP
Language:PythonPD-Mera / object-detection-validation
Evaluation for object detection models
Language:Pythonsathvikg / 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
