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alfnet

Code for 'Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting' in ECCV2018

centerpoint

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

conv2former

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

data

Host large files like images, sample inputs/outputs for CityFlow

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

detectron.pytorch

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

detnet_pytorch

An implementation of DetNet: A Backbone network for Object Detection.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fasterseg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

fpn_tensorflow

A Tensorflow implementation of FPN detection framework.

grok-1

Grok open release

intellilight

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

mask-centernet

Instance Segmentation based on CenterNet

metalight

MetaLight: a value-based meta-reinforcement learning framework for traffic signal control

mmdetection

Open MMLab Detection Toolbox

mobilenetv2.pytorch

72.0% MobileNet V2 model on ImageNet with PyTorch Implementation

mplight

natten

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

neighborhood-attention-transformer

[Preprint] Neighborhood Attention Transformer, 2022

presslight

pva-mobilenet-v2

using pvanet framework train mobilenet-v2 for objects detection, papaer: https://arxiv.org/abs/1611.08588

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

refinedet

Single-Shot Refinement Neural Network for Object Detection

rl_signals

All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/