models/image_classification_ppresnet/README.md

ResNet

Deep Residual Learning for Image Recognition

This model is ported from PaddleHub using this script from OpenCV.

Results of accuracy evaluation with tools/eval.

Models	Top-1 Accuracy	Top-5 Accuracy
PP-ResNet	82.28	96.15
PP-ResNet quant	0.22	0.96

*: 'quant' stands for 'quantized'.

Demo

Run the following command to try the demo:

python demo.py --input /path/to/image

License

All files in this directory are licensed under Apache 2.0 License.

Reference

• https://arxiv.org/abs/1512.03385
• https://github.com/opencv/opencv/tree/master/samples/dnn/dnn_model_runner/dnn_conversion/paddlepaddle
• https://github.com/PaddlePaddle/PaddleHub