zhaohao0404's repositories
Focal-IoU-loss
This code for solving the imbalance problems in regression head of object detectors. Comparison methods contain:Smooth-l1, IoU-loss, GIoU-loss, DIoU-loss, CIoU-loss.
fssd.pytorch
Pytorch re-implementation of Fssd
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
age-estimation-pytorch
PyTorch-based CNN implementation for estimating age from face images
ASSD-Pytorch
[CVIU 2019] ASSD learns to highlight useful regions on the feature maps while suppressing the irrelevant information, thereby providing reliable guidance for object detection.
ATSS
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
FCOS-PyTorch-37.2AP
A pure torch implement of FCOS 37.2AP
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
Random-Erasing
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
RetinaNet-Pytorch-36.4AP
A pure torch implement of RetinaNet 36.4AP
CenterNet
CenterNet / FCOS_PLUS/MatrixNets implemented by mmdetection
cocoapi
COCO API - Dataset @ http://cocodataset.org/
ContextLab
ContextLab: A Toolbox for Context Feature Augmentation developed with PyTorch
DeRPN
A novel region proposal network for more general object detection ( including scene text detection ).
DSSD
复现DSSD
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
FewShotDetection
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
GHM_Detection
The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.
ghostnet.pytorch
[CVPR2020] GhostNet: More Features from Cheap Operations
img_classification_pk_pytorch
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
JSON2YOLO
Convert JSON datasets into YOLO (darknet) format.
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
object-detection-usages
The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、CIoU loss, cross-entropy、focal-loss、GHM, AP/MAP and so on by Pytorch.
overlap-sampler
Overlap Sampler for Region-Based Object Detection (WACV 2020)
pytorch-randaugment
比较易懂好用的RandAugment
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
Repulsion_Loss
Pytorch implementation of Repulsion Loss on RetinaNet
Salient-Object-Detection
This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"
TSD
1st place models in Google OpenImage Detection Challenge 2019
yolo3-pytorch
这是一个yolo3-pytorch的源码，可以用于训练自己的模型。