Enze Xie's repositories
xieenze.github.io
personal website
Segment_Transparent_Objects
Data and code for ECCV2020 paper 'Segmenting Transparent Objects in the Wild'
HKU_ML_Tutorial
Summer project for HKU UG student about basic deep learning.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
NVAE
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
TransTrack
Multiple-Object Tracking with Transformer
detr
End-to-End Object Detection with Transformers
SegmenTron
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
pytorch-cifar
Tutorial for HKU MSc in COMP 7305(2020) class.
TIoU-metric
Tightness-aware Evaluation Protocol for Scene Text Detection (CVPR 2019)
pytorch-classification
Classification with PyTorch.
segbox.pytorch
Semantic Segmentation ported from PyTorchCV
categoryMap_ebay2google
Map ebay's 12w categorys to google's 5k category
keras_tensorflowServing
使用keras 和 tensorflow serving 训练及部署模型
object-detection
使用yolo v2构建目标检测系统,可以检测图像和视频,测试了公路上和实验室场景
tflearn
Deep learning library featuring a higher-level API for TensorFlow.