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|\n|---|---|---|---|---|\n| ![](./image/Daisy.png)  | ![](./image/Dandelion.png)  |  ![](./image/rose.png) |  ![](./image/Sunflower.png) | ![](./image/Tulip.png) |\n\n[\u003cimg src=\"./image/demo.png\" width=\"250px\"\u003e](https://youtu.be/0X3PvVKXD7c)\n\n## Mobilenet\nTransfer learning and fine-tuning.\n\n- Input size: 224*224\n- mode: tf ( will scale pixels between -1 and 1 ) 除以127.5，然後減 1。\n\n![](./image/matrix.png)\n![](./image/loss.png)\n\n\n## Reference\n- [Image Classification on Android with TensorFlow Lite and CameraX](https://heartbeat.fritz.ai/image-classification-on-android-with-tensorflow-lite-and-camerax-4f72e8fdca79)\n- [圖片預處理使用Keras applications 的 preprocess_input](https://medium.com/@sci218mike/%E5%9C%96%E7%89%87%E9%A0%90%E8%99%95%E7%90%86%E4%BD%BF%E7%94%A8keras-applications-%E7%9A%84-preprocess-input-6ef0963a483e)\n- [tf.keras.applications.resnet50.preprocess_input](https://www.tensorflow.org/api_docs/python/tf/keras/applications/resnet50/preprocess_input)\n- [GitHub Keras preprocess_input](https://github.com/keras-team/keras/blob/v2.6.0/keras/applications/imagenet_utils.py)\n- [在Android中將無法轉換為十六進製字符串？](https://qastack.cn/programming/6539879/how-to-convert-a-color-integer-to-a-hex-string-in-android)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1010code%2Ftfliteflowerclassifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F1010code%2Ftfliteflowerclassifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F1010code%2Ftfliteflowerclassifier/lists"}