ZlqKevin

Zeng Lingqi's starred repositories

QuickLook

Bring macOS “Quick Look” feature to Windows

Language:C#GPL-3.016543 231 1253

imgaug

Image augmentation for machine learning experiments.

Language:PythonMIT14240 233 512

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Language:PythonMIT13655 129 948

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

10387 443 25

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

Language:PythonNOASSERTION9863 540 2681

mmcv

OpenMMLab Computer Vision Foundation

Language:PythonApache-2.05710 84 1132

Augmentor

Image augmentation library in Python for machine learning.

Language:PythonMIT5040 124 194

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

Language:Jupyter NotebookMIT3735 107 72

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

Language:PythonMIT2872 45 223

1806

18.06 course at MIT

Language:Jupyter Notebook2342 131 6

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Language:PythonMIT2048 38 86

pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

Language:Jupyter NotebookMIT1603 22 144

retina-unet

Retina blood vessel segmentation with a convolutional neural network

Language:Python1261 79 83

early-stopping-pytorch

Early stopping for PyTorch

Language:Jupyter NotebookMIT1206 9 13

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

Language:PythonMIT1050 14 16

Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Language:PythonMIT355 12 14

V-GAN-tensorflow

A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"

Language:Python231 11 18

LadderNet

Language:Python133 7 17

PytorchDigitalPathology

An implementation of Unet for pytorch designed for digital pathology segmentation

Language:Jupyter NotebookMIT119 7 11

FullNet-varCE

Pytorch implementation of FullNet-varCE

Language:Python54 2 19

cs61a_2020_fall

Mufeng's work on cs61a_2020_fall

Language:Python51 10

DDoS-DeepLearning-Approach

Language:PythonGPL-3.030 3 1

OctaveUNet

Applying Octave UNet for Retinal Vessel Segmentation.

Language:Jupyter NotebookGPL-3.021 10

Pytorch-Iternet

Language:PythonMIT18 1 2

image-reconstructor-patches

Reconstruct Image from Patches with a Variable Stride

Language:PythonGPL-3.09 1 1

CS61A

Self-learning about CS61A (Version 21 fall).

Language:JavaScript600

CNN_invar_rot

Language:Jupyter Notebook400

CMU_15122

Carnegie Mellon University Computer Science Course: Principles of Imperative Computation

Language:C300

DDoS-Detection-using-DNN

Detection of DDoS attack using Bidirectional Neural Networks and comparison with few other models.

Language:Jupyter Notebook2 10

cmu15122

CMU 15122 Programming Assignments

100