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100-days-of-ml-code

100 Days of ML Coding

adaptive_affinity_fields

Adaptive Affinity Fields for Semantic Segmentation

apollo_comment

阿波罗代码阅读

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

caffe-c

c++ to use your caffemodel

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

contextprior

Implementation for "Context Prior for Scene Segmentation"

crossstagepartialnetworks

Cross Stage Partial Networks

darknet

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

deeplearningexamples

Deep Learning Examples

enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

enet-tensorrt

ENet-caffe uses TensorRT to speed up

gcanet

Implementation of "Gated Context Aggregation Network for Image Dehazing and Deraining"

infrastructure

架构相关内容

klerp

Fastest CPU (AVX2) Bilinear and Nearest-Neighbor Interpolation: 25-100% faster than OpenCV. For computer vision / image processing.

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

netron

Visualizer for neural network, deep learning and machine learning models

nn-inference-edge

ohem-loss

tensorflow implementation of OHEM loss and Support the sigmoid or softmax entropy loss

opencv3-intro-book-src

:blue_book:《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

pytorch-lapsrn

Pytorch implementation for LapSRN (CVPR2017)

resnest

ResNeSt: Split-Attention Network

rpnet-pytorch

pytorch implement for RPNet

shape_based_matching

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

ssl4mis

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

superlxt.github.io

resume

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

unet-family

Paper and implementation of UNet-related model.

yolov3-tensorflow-cn

yolov3的tensorflow实现