Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization

我的一些面试心得；自学CS历程分享；找工作经验分享

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

centernet pytorch model to torch script model

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

yolov3 prune

天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案

A Libtorch implementation of the YOLO v3 object detection algorithm

Gaussian YOLOv3 (An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)) implementation in Keras and Tensorflow

PyTorch implementation of Gaussian YOLOv3 (including training code for COCO dataset)

MNN demo of Strongeryolo, including channel pruning, android support...

A curated list of action recognition and related area resources

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

The paper list of person attribute recognition

YoloV3 deploy with windows

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

Awesome Knowledge Distillation

CenterNet: Objects as Points in Tensorflow

YOLOv3 quantization model v10, only for quantization off-line

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

A simple baseline for pedestrian attribute recognition in surveillance scenarios

对 YOLOv3 做模型剪枝，在 oxford hand 数据集上模型的参数量减少 80% ，FLOPs 降低 70%，Infer 的速度可以达到原来的 200%，mAP 基本保持不变

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

Codes of Centripetal SGD

A curated list of neural network pruning resources.