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keras

Deep Learning for humans

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

learning-to-self-train

Learning to Self-Train for Semi-Supervised Few-Shot

lgm-net

Tensorflow code for ICML 2019 paper: LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning

loss_for_medical_image_segmentation

loss for medical image segmentation use keras(python)

lsgan

This is the project for LS-GAN (Loss-Sensitive GAN)

lsgan-1

Chainer implementation of Least Squares GAN (LSGAN)

mask-rcnn-keras

这是一个mask-rcnn的库，可以用于训练自己的实例分割模型。

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

miccai-opensourcepapers

MICCAI 2019 Open Source Papers

mobilenet-ssd-essay

这是Mobilenet-SSD的论文版，可用于训练与预测。

mobilenet-ssd-keras

这是一个mobilenet-ssd-keras的源码，可以用于训练自己的轻量级ssd模型。

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

negative-margin.few-shot

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

nnproject_deepmask

Deep Neural Network for object segmentation.

non-local_nets-tensorflow

An implement of Non-local neural networks for tensorflow version

non-local_pytorch

Implementation of Non-local Block.

one-shot-object-detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

onenet

OneNet: End-to-End One-Stage Object Detection

paddlevit

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

pytorch-tutorial

Build your neural network easy and fast

pytorchtricks

Some tricks of pytorch... :star:

redo

Code for paper Unsupervised Object Segmentation by Redrawing

refined-segmentation-r-cnn

A Deep Learning method to segment punctate white matter lesions (PWMLs); Brain tumor segmentation;

relation-networks-for-object-detection

Relation Networks for Object Detection

repulsion_loss

repulsion_loss_ssd

Repulsion Loss: Detecting Pedestrians in a Crowd. https://arxiv.org/abs/1711.07752

revolver

few-shot segmentation