Pinned Repositories
15213
2014
Official content for the Fall 2014 Harvard CS109 Data Science course
2015
Public material for CS109
2015lab1
2015lab2
2015lab3
2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
2015lab5
Lab 5, the first on Machine Learning!
PAUT
Deep Learning for Ultrasound Testing
RT
Deep Learning for Radiography Testing
junhua-zhang's Repositories
junhua-zhang/AnatomyNet-for-anatomical-segmentation
AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation
junhua-zhang/arim
A Python library for array imaging in ultrasonic testing.
junhua-zhang/Attention_UNet
Raw implementation of attention gated U-Net by Keras
junhua-zhang/CheXNet
A pytorch reimplementation of CheXNet
junhua-zhang/chinesejournal
A LaTeX template framework for Chinese journals
junhua-zhang/cocoapi
COCO API - Dataset @ http://cocodataset.org/
junhua-zhang/Deep-Learning-Approach-for-Surface-Defect-Detection
(最先进的缺陷检测网络) A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"
junhua-zhang/DeepCrack
DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation
junhua-zhang/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
junhua-zhang/DIGITS
Deep Learning GPU Training System
junhua-zhang/dotfiles
Some of my dotfiles
junhua-zhang/faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
junhua-zhang/focal_loss_multi_class
mutil-class focal loss implemented in keras
junhua-zhang/Loss-family
Some classical and cutting-edge loss in semantic segmentation task
junhua-zhang/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
junhua-zhang/maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
junhua-zhang/maskscoring_rcnn
Codes for paper "Mask Scoring R-CNN".
junhua-zhang/ML-NDT
Data and code for training deep convolutional neural network to detect cracks in phased-array ultrasonic data.
junhua-zhang/models
Models and examples built with TensorFlow
junhua-zhang/OpenCV-Python-Tutorial
OpenCV-Python图像处理教程
junhua-zhang/OpenCV2-Python-Tutorials
This repo contains tutorials on OpenCV-Python library using new cv2 interface
junhua-zhang/opencv_tutorials
A simply tutorial for learning opencv4.0 with python (English&Chinese), and will keep the update ! 👊
junhua-zhang/pytorch-examples
Simple examples to introduce PyTorch
junhua-zhang/robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
junhua-zhang/Synchronized-BatchNorm-PyTorch
Synchronized Batch Normalization implementation in PyTorch.
junhua-zhang/tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
junhua-zhang/Terminal
The new Windows Terminal, and the original Windows console host -- all in the same place!
junhua-zhang/tf_unet
Generic U-Net Tensorflow implementation for image segmentation
junhua-zhang/unet
unet for image segmentation
junhua-zhang/UNet-family
Paper and implementation of UNet-related model.