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image-data-augmentation-in-python

instaboost

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

interview

Interview = 简历指南 + LeetCode + Kaggle

javaweb-basic

Notes and demos of java web.

kaggler

Code for Kaggle Data Science Competitions

lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

lightnetplusplus

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mdenas

Multinomial Distribution Learning for Effective Neural Architecture Search

nas

Neural architecture search(NAS)

nascell-automl

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

octaveconv

A MXNet Implementation for Drop an Octave

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

opence

Contrast Enhancement Techniques for low-light images

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

point_labeler

My awesome point cloud labeling tool

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

renas

Code of ImageNet training and evaluation for the paper: RENAS: Reinforced Evolutionary Neural Architecture Search

rltime

RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features

sata

SATA: Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network

scarlet-nas

semanticsegmentationusingfpn_panopticfeaturepyramidnetworks

shufflenet-series

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

surface-inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc