课程简介 本课程讲解如何在 Android 上面运行 TensorFlow,并利用基于 TensorFlow 的 Object Detection API 来实现一个可以识别静态图片中的物体的应用,并通过该过程让没有任何机器学习基础的读者了解机器学习在移动端的使用场景和流程,包括如何加载模型、如何准备输入数据、如何解析推理结果。完成本课程以后,还可以学习其他...
安装Google Object Detection API 前提条件 已安装Python,建议采用VirtualEnv或者Anaconda安装TensorFlow1.x python和tensorflow的安装见相关文档 https://www.tensorflow.org/install/安装pillow,jupyter, matplotlib, lxml,通过pip完成安装下载源代码 Git clone https://github.com ...
The problem occurs after a error-free tensorflow source build. Trying to use this self-built package with the Object Detection API "train.py" legacy script results in the error shown below. The script runs without problems when using the official pip tensorflow-gpu package. The error: Use `...
...2、实验测试: 撰写几行代码,即可完成框架的测试: import mmcv from mmcv.runner import load_checkpoint from mmdet.models import...tensorflow object detection的测试图片,其检测结果如下所示(faster-rcnn)结果。...从百度上随便找了张图片进行测试 https://timgsa.baidu.com/timg?
!pip install --upgrade pip !wget https://raw.githubusercontent.com/tensorflow/examples/master/tensorflow_examples/lite/model_maker/requirements.txt !pip install -r requirements.txt results in: ERROR: Could not find a version that satisfies the requirement tflite-support>=0.4.2 (from versions:...
Input and output interface for the Object Detection - TensorFlow algorithm How It Works TensorFlow Models Hyperparameters Model Tuning Semantic Segmentation Hyperparameters Model Tuning Use Reinforcement Learning Sample RL Workflow Using Amazon SageMaker AI RL RL Environments in Amazon SageMaker AI Distributed...
GPUs are designed to perform operations in parallel, hence they are perfect to train neural networks which are built upon independent neurons working in parallel. FakeApp uses TensorFlow, a Machine Learning framework which supports GPU-accelerated computation using NVIDIA graphics cards. Before using tha...
10. TensorFlow* Object Detection Mask R-CNNs Segmentation Demo ./mask_rcnn_demo -i <path_to_image>/inputImage.bmp -m <path_to_model>/faster_rcnn.xml 11. Automatic Speech Recognition Sample 通俗理解生成对抗网络GAN 1 2 3 4 5 6 7 8 9 10 11 12 13 mkdir -p ~/kaldi/gna/ cd ~/...
OpenCV is now C++11 library and requires C++11-compliant compiler. Minimum required CMake version has been raised to 3.5.1. A lot of C API from OpenCV 1.x has been removed. Persistence (storing and loading structured data to/from XML, YAML or JSON) in the core module has been completel...
Install Numpy (optional): runsudo pip install -U numpy Install NLTK: runsudo pip install -U nltk Test installation: runpythonthen typeimport nltk Testing Once installed we need to test NLTK. As listed in the previous section, the first thing to do is if we can import NLTK: ...