Setup environment and download required files:python main.py setupTrain YOLO models on the TinyPerson dataset:python main.py trainEvaluate trained models:python main.py evaluateGenerate visualizations of trainin
Download theTinyPerson Dataset Installmmdetection Download our customized label (Google Drive,Baidu Drivepasswd:x433) Edit thedata_root, ann_file, img_prefixin./configs/_base_/datasets/coco_detection.py 👇 Core File 👇 Config file config/sspnet/faster_rcnn_r50_sspnet_1x_coco.py (Anchor-...
A comprehensive framework for training and evaluating YOLO models on the TinyPerson dataset for small object detection. This repository provides tools to benchmark different YOLO model versions (v8, v9, v10, v11, v12) on detecting small persons in images
deviation, we proposed a new object position regression cost function called Weighted Efficient Intersection over Union (W-EIoU) Loss. We verified our proposed MTP-YOLO on the TinyPersonv2 dataset. All these results confirm that this method significantly improves model performance while maintaining a ...
deviation, we proposed a new object position regression cost function called Weighted Efficient Intersection over Union (W-EIoU) Loss. We verified our proposed MTP-YOLO on the TinyPersonv2 dataset. All these results confirm that this method significantly improves model performance while maintaining a ...
Download Market1501 Dataset [Google] [Baidu] Preparation: Put the images with the same id in one folder. You may use python prepare.py Remember to change the dataset path to your own path. Futhermore, you also can test our code on [DukeMTMC-reID Dataset]( GoogleDriver or (BaiduYun passw...
Setup environment and download required files:python main.py setupTrain YOLO models on the TinyPerson dataset:python main.py trainEvaluate trained models:python main.py evaluateGenerate visualizations of training and evaluation results:python main.py visualize...
Download Market1501 Dataset [Google] [Baidu] Or use command line: pip install gdown pip install --upgrade gdown #!!important!! gdown 0B8-rUzbwVRk0c054eEozWG9COHM Preparation: Put the images with the same id in one folder. You may use python prepare.py Remember to change the dataset pat...
Dataset & Preparation DownloadMarket1501 Dataset[Google][Baidu]Or use command line: pip install gdown pip install --upgrade gdown#!!important!!gdown 0B8-rUzbwVRk0c054eEozWG9COHM Preparation: Put the images with the same id in one folder. You may use ...
Setup environment and download required files:python main.py setupTrain YOLO models on the TinyPerson dataset:python main.py trainEvaluate trained models:python main.py evaluateGenerate visualizations of training and evaluation results:python main.py visualize...