Jingtao Zhong's repositories
UAPD-Pavement-Distress-Dataset
UAV Asphalt Pavement Distress Dataset
unet-keras
这是一个unet-keras的源码，可以用于训练自己的模型。
AttentionGAN
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
crackseg9k
[ECCV W 2022] "CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworks" by Shreyas Kulkarni, Shreyas Singh, Dhananjay Balakrishnan, Siddharth Sharma, Saipraneeth Devunuri, Sai Chowdeswara Rao Korlapati.
CSSR
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.
DeepCrack
DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
EigenGAN-Tensorflow
EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)
ESRGAN
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
improved-wgan-pytorch
Improved WGAN in Pytorch
mask-rcnn-tf2
这是一个mask-rcnn-tf2的库，可以用于训练自己的模型。
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mask_rcnn_in_tf2_keras
tf2-keras implement mask-rcnn
monodepth2
[ICCV 2019] Monocular depth estimation from a single image
PaddleSeg
End-to-end image segmentation kit based on PaddlePaddle.
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
RSCD-Road_Surface_Classification_Dataset
A large-scale road surface image classification dataset for driving assistance applications
segmentation-format-fix
该仓库中放置了一些工具，用于调整语义分割算法的数据集格式，使其符合训练要求。
Siamese-pytorch
这是一个孪生神经网络（Siamese network）的库，可进行图片的相似性比较。
super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
tf2-cyclegan
TensorFlow 2 implementation of CycleGAN with multi-GPU training.
the-gan-zoo
A list of all named GANs!
TTUR
Two time-scale update rule for training GANs
USTC_CG
00106501: Computer Graphics (Spring-Summer 2020)
WGAN-GP-tensorflow
WGAN-GP tensorflow implementation
yolov4-keras
这是一个YoloV4-keras的源码，可以用于训练自己的模型。
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite