Deep Learning for Object Detection and Segmentation
slides下载链接地址
这个slides是我和陈思秦在上海科技大学paper reading group组会上面做的presentation。slides中包括了object detection和segmentation的introduction,datasets,related work,evaluation metric以及novel models。其中models主要讲解经典的deep learning做object detection模型《Rich feature hierarchies for accurate object detection and semantic segmentation》和deep learning做segmentation模型Feedforward semantic segmentation with zoom-out features。
选取几页ppt截图如下:
常用数据集:
常用评判标准:
模型示例图:
hinton2012的经典CNN模型图示:
RCNN模型图示:
segmentation模型图示: