A Python 3 and Keras 2 implementation of MSCNN for people countingand provide train method.
- Python 3.6
- Keras 2.2.2
- Tensorflow-gpu 1.8.0
- OpenCV 3.4
MSCNN
MSB
data
Mall Dataset crowd counting dataset
Generate density_map from data:
train
run the follow command:
python train.py --size 224 --batch 16 --epochs 100
test in dataset
real count:30
pred count:27
@article{MSCNN,
title={Multi-scale convolutional neural network for crowd counting},
author={Lingke Zeng, Xiangmin Xu, Bolun Cai, Suo Qiu, Tong Zhang},
journal={2017 IEEE International Conference on Image Processing (ICIP)},
year={2017}
}
See LICENSE for details.
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