Gradient-Based Learning Applied to Document Recognition (LeNet)
[Paper] [Posting] [Pytorch]
ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)
[Paper] [Posting] [Pytorch]
Very Deep Convolutional Networks for Large-Scale Image Recognition (VGG)
[paper] [Posting] [Pytorch]
Going Deeper with Convolutions (GoogleNet)
[paper] [Posting] [Pytorch]
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition (Sppnet)
[paper] [Posting] [Pytorch]
Deep Residual Learning for Image Recognition (ResNet-50)
[paper] [Posting] [Pytorch]
Xception : Deep Learning with Depthwise Separable Convolutions (Xception)
[paper] [Posting] [Pytorch]
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications (MobileNet)
[paper] [Posting] [Pytorch]
Densely Connected Convolutional Networks (DenseNet)
[paper] [Posting] [Pytorch]
Squeeze-and-Excitation Networks (SeNet)
[paper] [Posting] [Pytorch]
Rich feature hierarchies for accurate object detection and semantic segmentation (R-CNN)
[paper] [Posting] [Pytorch]
Integrated Recognition, Localization and Detection using Convolutional Networks(OverFeat)
[paper] [Posting] [Pytorch]
Fast R-CNN
[paper] [Posting] [Pytorch]
Towards Real-Time Object Detection with Region Proposal Networks(Faster R-CNN)
[paper] [Posting] [Pytorch]
Training Region-based Object Detectors with Online Hard Example Mining (OHEM)
[paper] [Posting] [Pytorch]
You Only Look Once: Unified, Real-Time Object Detection (YOLO v1)
[paper] [Posting] [Pytorch]
Single Shot MultiBox Detector (SSD)
[paper] [Posting] [Pytorch]
Object Detection via Region-based Fully Convolutional Networks (R-FCN)
[paper] [Posting] [Pytorch]
YOLO9000: Better, Faster, Stronger (YOLO V2)
[paper] [Posting] [Pytorch]
Feature Pyramid Networks for Object Detection (FPN)
[paper] [Posting] [Pytorch]
Focal Loss for Dense Object Detection (Retina Net)
[paper] [Posting] [Pytorch]
Mask R-CNN
[paper] [Posting] [Pytorch]
YOLOv3: An Incremental Improvement (YOLO v3)
[paper] [Posting] [Pytorch]
Single-Shot Refinement Neural Network for Object Detection (RefineDet)
[paper] [Posting] [Pytorch]
A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network (M2Det)
[paper] [Posting] [Pytorch]