picemily,github

pathology-images-analysis-using-cnn

Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area

python-gui-programming-cookbook-second-edition

Python GUI Programming Cookbook, Second Edition, published by Packt

python_cookbook_v3.0.0

sample code for a book 《python cookbook》

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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

pytorch-unet

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

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

r3det_tensorflow

Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

rotationdetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

segmentationloss

loss of segmentation

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

sota-medreg

State-of-the-art medical image registration methods

statiscallearning_note

《统计学习》相关代码笔记等

tiger_keypoint_detection

https://cvwc2019.github.io/challenge.html

tkinter-designer

Create Beautiful Tkinter GUIs by Drag and Drop ☄️

tnscui2020-seg-rank1st

This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM)

visualize_ml

Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets.

volumentations

Library for 3D augmentations

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

yolov5-opencv-dnn-cpp

使用opencv模块部署yolov5-6.0版本

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