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keras-contrib

Keras community contributions

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)

lanczosnetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

landmark-detection

Several landmark detection algorithms, implemented in PyTorch.

libact

Pool-based active learning in Python

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lihang-code

《统计学习方法》的代码实现

loss-landscape

Code for visualizing the loss landscape of neural nets

mask-rcnn.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

mean-teacher

A state-of-the-art semi-supervised method for image recognition

medical-image

mlrfswcf

Multi-Layer Random Forest, with Circularity Features, for Image Segmentation

mmdetection

Open MMLab Detection Toolbox

modal

A modular active learning framework for Python3

models

Models and examples built with TensorFlow

nas_fpn_tensorflow

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

npcuda-example

Example python (numpy) -- CUDA installable package with a C-extension library

npeet

Non-parametric Entropy Estimation Toolbox

objectdetectionimbalance

Lists the papers related to imbalance problems in object detection

ohem

OHEM support for Fast R-CNN

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pose-transfer

Code for the paper Progressive Pose Attention for Person Image Generation in CVPR19 (Oral).

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

professional-cuda-c-programming

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

py-r-fcn

R-FCN with joint training and python support