KwanHoo/Vehicles_dataset_yoloV5_test

YOLO object detection test using Vehicles dataset

Vehicles-OpenImages_dataset_yoloV5_test

• YOLO object detection test using Vehicles dataset
• dataset contains 627 images of various vehicle classes for object detection
• train images 갯수 : 878
• test images 갯수 : 250
• 모델 : yolo v5
• image size : 640
• batch :16
• epochs : 40

vehicles-openimages dataset

모델 학습 결과

P_curve

R_curve

PR_curve

F1_curve

confusion_matrix

labels

labels_correlogram

train_batch0

train_batch1

train_batch2

validation_batch0_labels

validation_batch0_pred

validation_batch1_labels

validation_batch1_pred

validation_batch2_labels

validation_batch2_pred

YOLO data image test

EnlightenGAN으로 조도개선시킨 이미지 테스트

gray scale image 객체 탐지 테스트

검정차량 이미지 객체 탐지 테스트