多任务梳理123
2023-10-10 18:09:52 0 举报AI智能生成
mihhh
作者其他创作
大纲/内容
EfficientNet-B3
HybridNets: End-to-End Perception Network VT Data NVH Baoa PD Hunga
物体检测
可行驶区域划分
https://github.com/datvuthanh/HybridNets.
BDD100K dataset
车道检测
Resnet101
Resnet50
VGG pool 5
Resnet50
VGG pool 5
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving
分类
检测
GitHub - MarvinTeichmann/MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving
KITTI
语义分割
ResNet-50
Deep Residual Learning for Image Recognition
检测
无
COCO object detection dataset
CSP-DarkNet
（backbone）
Neck：特征金字塔
（backbone）
Neck：特征金字塔
YOLOP: You Only Look Once for Panoptic Driving Perception
物体检测
可行驶区域划分
https://github. com/hustvl/YOLOP
BDD100K dataset
检测
分割
车道线分割
车道检测
VGG16
(backbone)
Neck:特征金字塔
(backbone)
Neck:特征金字塔
DLT-Net: Joint Detection of Drivable Areas, Lane Lines, and Traffic Objects
检测可驾驶区域
检测车道线
无
BDD dataset
可行驶区域
物体检测
检测交通对象
HarDNet68
SSD: Single Shot MultiBox Detector
检测
https://github.com/weiliu89/caffe/tree/ssd .
PASCAL
VOC, COCO, and ILSVRC datasets
VOC, COCO, and ILSVRC datasets
Fast R-CNN
Fast R-CNN
检测
https://github.com/rbgirshick/fast-rcnn
PASCAL VOC
DarkNet53
You Only Look Once:
Unified, Real-Time Object Detection
Unified, Real-Time Object Detection
检测
http://pjreddie.com/yolo/
http://pjreddie.com/yolo/
VOC 2012 t
YOLO9000
YOLO9000:
Better, Faster, Stronger
Better, Faster, Stronger
检测
http://pjreddie.com/yolo9000/
COCO detection dataset
VGG16
VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE
RECOGNITION
RECOGNITION
检测
ILSVRC-2012 dataset
SpineNet
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
检测
https://github.com/
tensorflow/tpu/tree/master/models/official/detection.
tensorflow/tpu/tree/master/models/official/detection.
COCO
EfficientNet
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
检测
https:
//github.com/tensorflow/tpu/tree/
master/models/official/efficientnet.
//github.com/tensorflow/tpu/tree/
master/models/official/efficientnet.
CIFAR-100
CSPNET
CSPNET: A NEW BACKBONE THAT CAN ENHANCE LEARNING
CAPABILITY OF CNN
CAPABILITY OF CNN
检测
https://github.com/WongKinYiu/CrossStagePartialNetworks.
COCO
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