xtao's repositories

da-faster-rcnn

An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'

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DA_Detection

Implementation of "Strong-Weak Distribution Alignment for Adaptive Object Detection"

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PytorchSSD

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet.

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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)

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CenterNet

CenterNet / FCOS_PLUS/MatrixNets implemented by mmdetection

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CR-DA-DET

The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)

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CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

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detr

End-to-End Object Detection with Transformers

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Distance-IoU-Loss-Faster-and-Better-Learning-for-Bounding-Box-Regression

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

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distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

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Domain-Adaptive-Faster-RCNN-PyTorch

Domain Adaptive Faster R-CNN in PyTorch

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

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FCOS

FCOS: Fully Convolutional One-Stage Object Detection

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GNNPapers

Must-read papers on graph neural networks (GNN)

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Hi3559AV100_SDK_V2.0.2.0

Sample of Hi3559AV100_SDK_V2.0.2.0

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HTCN

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

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Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

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ml-agents

Unity Machine Learning Agents Toolkit

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pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

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SSD

High quality, fast, modular reference implementation of SSD in PyTorch 1.0

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SSD-ResNet-PyTorch

An SSD implementation using PyTorch and a ResNet backbone.

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SSD.TensorFlow

State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869

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task-distillation

Code for Domain Adaptation Through Task Distillation (ECCV 20)

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TDRN

A Dual Refinement Mechanism for Real-World Visual Detection

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tensorflow-plot

๐Ÿ“ˆ TensorFlow + Matplotlib as TF ops

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torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. ๐Ÿ†20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. ๐ŸŽ Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

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voc2coco

Convert pascol voc annotation xml to COCO json format.

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YOLObile

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

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