musicbeer

pytorch-tensorrt

pytorch model tensorrt inference code

resnest-tensorRT

modify resnest for tensorRT speedup

ASRT_SpeechRecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Awesome-Crowd-Counting

Awesome Crowd Counting

Best-AI

Awesome deep learning papers, projects, blogs and so on.

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deeplabv3-Tensorflow

使用deeplab_v3模型对遥感图像进行分割

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

image

image

images

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

MegaDepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

OIDv4_ToolKit

Download and visualize single or multiple classes from the huge Open Images v4 dataset

PyramidBox

This repo implements PyramidBox with pytorch

pytorch_differentiable_auc

Use ~AUC as a loss function for neural networks. Uses Wilcoxon-Mann-Whitney U. statistic. Idea found in an old AAAI paper

PytorchSSD

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

RefineDet-Mxnet

Shufflenet-v2-Pytorch

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

SNIPER

SNIPER is an efficient multi-scale object detection algorithm

SSD_Pytorch

support different SSDs and different scale test, support refineDet.

ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

syndata-generation

Code used to generate synthetic scenes for Cut, Paste and Learn paper

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

UpsamplingPlugin

A upsampling layer for tenosrrt...

yolov3-network-slimming

yolov3 network slimming剪枝的一种实现