/home/***/anaconda3/envs/mediapipe_train/lib/python3.6/site-packages/tensorflow_examples/lite/model_maker/core/task/model_spec/object_detector_spec.py中,我需要把efficientdet_lite2_spec对应的url从https://tfhub.dev/tensorflow/efficientdet/lite2/feature-vector/1改成’https://storage.googleapis.com/...
from tflite_model_maker import image_classifier from tflite_model_maker.config import ExportFormat from tflite_model_maker.config import QuantizationConfig from tflite_model_maker.image_classifier import DataLoader import matplotlib.pyplot as plt from tensorflow_examples.lite.model_maker.core.task import...
创建训练脚本train.py: # https://www.tensorflow.org/lite/tutorials/model_maker_object_detectionfromtflite_model_maker.configimportQuantizationConfigfromtflite_model_maker.configimportExportFormatfromtflite_model_makerimportmodel_specfromtflite_model_makerimportobject_detectorimporttensorflowastfasserttf.__vers...
为了检测物体,它使用了Google 的Tensor Flow Object DetectionAPI。这个库使测试者可以在开箱即用的情况下使用对象检测,而无需手动训练和调整模型,或者进行云部署。通过OpenCV可与摄影机对话。 比如你遇到了一个问题:旧RasPi运行的是Raspbian的32位版本。Tensorflow不适用于32位操作系统(如果允许的话,可能有替代方法)。
下表罗列的是 TFLite Model Maker 目前支持的几个任务类型 Supported Tasks Task Utility Image Classification: tutorial, api Classify images into predefined categories. Object Detection: tutorial, api Detect objects in real time. Text Classification: tutorial, api Classify text into predefined categories. ...
odml-pathways-main.zip\odml-pathways-main\object-detection\codelab2\android starter – 核心關鍵代碼沒寫 final – 完整可運行的 引用: [1]使用 TensorFlow Lite 构建和部署自定义对象检测模(Android) [2]視頻講解參考 [3]TensorFlow Hub [4]Train a salad detector with TFLite Model Maker ...
Lite model easier. Basically, it uses the transfer learning technique to lessen the time it takes to train the data and decrease the amount of data needed. The Model Maker library supports machine learning tasks like object detection, BERT question answer, audio classification, and text ...
In this tutorial, I’ll walk you through the process of installing TensorFlow Lite on a Raspberry Pi and using it to perform object detection with a pre-trained Single Shot MultiBox Detector (SSD) model.You can watch this tutorial in video form here:...
Add Tensorflow Object Detection API. (tensorflow#1561) Jun 15, 2017 Repository files navigation README Apache-2.0 license TensorFlow Models This repository contains machine learning models implemented in TensorFlow. The models are maintained by their respective authors. To propose a model for inclusion,...
Prerequisites [ X ] I am using the latest TensorFlow Model Garden release and TensorFlow 2. [ X ] I am reporting the issue to the correct repository. (Model Garden official or research directory) [ X ] I checked to make sure that this is...