xtao's repositories
da-faster-rcnn
An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'
DA_Detection
Implementation of "Strong-Weak Distribution Alignment for Adaptive Object Detection"
PytorchSSD
pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet.
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
CenterNet
CenterNet / FCOS_PLUS/MatrixNets implemented by mmdetection
CR-DA-DET
The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
detr
End-to-End Object Detection with Transformers
Distance-IoU-Loss-Faster-and-Better-Learning-for-Bounding-Box-Regression
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Domain-Adaptive-Faster-RCNN-PyTorch
Domain Adaptive Faster R-CNN in PyTorch
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
FCOS
FCOS: Fully Convolutional One-Stage Object Detection
GNNPapers
Must-read papers on graph neural networks (GNN)
Hi3559AV100_SDK_V2.0.2.0
Sample of Hi3559AV100_SDK_V2.0.2.0
HTCN
Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
ml-agents
Unity Machine Learning Agents Toolkit
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
SSD
High quality, fast, modular reference implementation of SSD in PyTorch 1.0
SSD-ResNet-PyTorch
An SSD implementation using PyTorch and a ResNet backbone.
SSD.TensorFlow
State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869
Taotaoxu.github.io
my website.
task-distillation
Code for Domain Adaptation Through Task Distillation (ECCV 20)
TDRN
A Dual Refinement Mechanism for Real-World Visual Detection
tensorflow-plot
📈 TensorFlow + Matplotlib as TF ops
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
voc2coco
Convert pascol voc annotation xml to COCO json format.
YOLObile
This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design