基于 YOLOv5 的对象检测算法的系统

# Traffic-Sign-Recognition-Using-YOLO This repository contains model and training notebook for traffic sign recognition ## Dataset The dataset used for training is [German Traffic Sign Recognition Benchmark (GTSRB)](https://benchmark.ini.rub.de/?section=gtsrb&subsection=dataset) containing 43 classes of traffic signs. The training set contains 39209 labeled images and the test set contains 12630 unlabelled images.  ## Model Using and YOLOv5 for training and achieved >93% mAP on the dataset.  ## Report Used [WandB](https://wandb.ai/mdhamani/YOLOv5) to log hyperparameters and output metrics from runs. Download the [model](https://mega.nz/file/rV4HDQ5b#UfgDAMlVHvfzSr7PquE8HWx_6jhRmDUGBS-qyfIn_oE)