jingluo-lan Goto Github PK

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

atlas-istn

Code release for Atlas-ISTN

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

cyclegan

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

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

fcn-unet

gan-metrics

An empirical study on evaluation metrics of generative adversarial networks.

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

goudan2

666

mmwhs

完成的心脏分割工作，欢迎大家star

mt-uda

[MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels"

pcalg-py

Implement PC algorithm in Python | PC 算法的 Python 实现

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

secom-detecting-defected-items

Anamoly Detection for Detecting Defected Manufactured Semi-Conductors, as in this case of Classification, the Defected Chips would be very less in comparison to perfect Chips so we have apply either Over-Sampling or Under-Sampling.

secom_class_imbalance

Approaches for the class imbalance problem (in semicondutor manufacturing process line data)

sifa

[TMI'20, AAAI'19] Synergistic Image and Feature Adaptation

unet-zoo

including unet,unet++,attention-unet,r2unet,cenet,segnet ,fcn.

unsupervised-classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

waymo-open-dataset

Waymo Open Dataset

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information