c-h-wong / sku110k-densedet Goto Github PK

A state of art detector for densely packed scenes dataset SKU-110K.

For more information, please read our technical report.

This project is released under the Apache 2.0 license.

1. To clone this project to your own device.

   git clone https://github.com/Media-Smart/SKU110K-DenseDet.git
   

2. Please refer to INSTALL.md for installation and dataset preparation.

3. Click here to download the weights.

Please go to GETTING_STARTED.md for the basic usage of MMDetection.

Before you are about to run or train, please edit the path in configuration.

python tools/test.py configs/SKU_fusion_bfp_x101_32x4d.py \
    ${YOUR_WEIGHT_PATH} \
    --show

python tools/train.py configs/SKU_fusion_bfp_x101_32x4d.py

The performance applied on SKU-110k of our best solution.

For more detail, please browse the configuration.

This repository is currently maintained by Tianze Rong (@SteelBeamR), Hongxiang Cai (@hxcai), Yichao Xiong (@mileistone).

The whole project is based on mmcv v0.5.9 and mmdetection v1.0rc1 via open-mmlab.