YOLOX add Confusion matrix F1_curve P_curve PR_curve R_curve Grad-CAM YOLOX新增了混淆矩阵PR曲线F1曲线热力图等东西 - Kyle-fang/Have-Useful-Tools-YOLOX
“--camid”,default=0 #默认摄像头为0 “—save_result”, default=ture, #保存文件 …… parser.add_argument( “-f” “—exp_file”, default=’exps/default/yolox_s.py’, #模型读取 …… parser.add_argument(“-c”, ”--ckpt”, default=r’D:\path #-c 权重 parser.add_argument( “...
使用Grad-CAM进行可视化 3.消融实验 消融实验部分较为丰富,3.1-3.6,对每个部分都做了消融,并且对每个模块的改进部分做了研究。 3.1 关于每一部分的消融和不同注意力的消融 3.2 关于MODSConv中残差部分的消融 3.3 关于SPPF中引入最大池化和平均池化的消融 3.4 关于替换CSPLayer为MODSLayer的消融 3.5 关于轻量化检...
image_demo(predictor, vis_folder, args.path, current_time, args.save_result) elif args.demo == "video" or args.demo == "webcam": imageflow_demo(predictor, vis_folder, current_time, args) 这里是predictor类,输出可以在image_demo中一窥究竟 outputs, img_info = predictor.inference(image_name...
Mi et al. [9] developed a novel GradCAM++ network based on a densely connected convolutional network (DenseNet) and a convolutional block attention module (CBAM) to identify the severity of wheat stripe rust and the accuracy of the severity level improved to 97.99%. Zhang et al. [10] ...
Selvaraju, R.R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., Batra, D.: Grad-cam: visual explanations from deep networks via gradient-based localization. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 618–626 (2017). https://doi.org/10.1109/ICCV...
make_and_apply_gradcam_heatmap is for Grad-CAM class activation visualization. from keras_cv_attention_models import visualizing, test_images, resnest mm = resnest.ResNest50() img = test_images.dog() superimposed_img, heatmap, preds = visualizing.make_and_apply_gradcam_heatmap(mm, img, ...
from keras_cv_attention_models import visualizing, test_images, resnest mm = resnest.ResNest50() img = test_images.dog() superimposed_img, heatmap, preds = visualizing.make_and_apply_gradcam_heatmap(mm, img, layer_name="auto") plot_attention_score_maps is model attention score maps visua...
當時YOLOv4出了沒多久YOLOv5就悄然推出了,但是你可以發現v5其實不是v4的團隊 (Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao) 所做,更不是YOLO之父 (Joseph Redmon) 所做,而是一間名為Ultralytics LLC的公司所開發 ( 之前一直有發布關於YOLO轉成PyTorch的Github ),在YOLOv5發布之前也沒發布論文...
agnostic_nms) t2 = time_synchronized() if classify: pred = apply_classifier(pred, modelc, img, im0s) for i, det in enumerate(pred): if webcam: p, s, im0 = path[i], '%g: ' % i, im0s[i].copy() else: p, s, im0 = path, '', im0s save_path = str(Path(out) / ...