
TensorFlow Object DetectionAPI
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TensorFlow Object Detection API-问题解决
1.搭建faster_rcnn_inception_resnet_v2_atrous_lowproposals_coco时遇到的问题(1)没有同名配置文件问题解决办法:从models/research/object_detection/samples/config下复制faster_rcnn_inception_resnet_v2_atrous_coco.config,参考已下载的预训...原创 2019-07-20 16:59:32 · 421 阅读 · 0 评论 -
TensorFlow Object Detection API配置文件解读
1、num_examples:想要验证的图片数量 max_evals:验证循环次数/home/ubuntu/GoogleAPI/models/research/object_detection metrics_set:选择验证的方式,有以下几个选项(在research/object_detection/legacy/evaluator.py中):eval_co...原创 2019-01-20 16:05:47 · 2369 阅读 · 10 评论 -
TensorFlow Object Detection API跑项目内部隐含模型
跑隐含模型,其预训练模型并没有在官网公布,需要重头开始训练步骤:1、复制同类配置文件,修改其中的特征提取网络名称,并注释掉加载预训练权重的代码2、在python安装目录下的object_detection下,修改builders/model_builder.py(我的目录在/home/ubuntu/anaconda3/lib/python3.6/site-packages/...原创 2019-07-20 17:00:16 · 200 阅读 · 0 评论 -
TensorFlow Object Detection API模型函数解析
1、trainer.py(1)tf.train.Saver()函数:保存的检查点文件个数tf.train.Saver.__init__(var_list=None, reshape=False, sharded=False, max_to_keep=5, keep_checkpoint_every_n_hours=10000.0, name=None, restore_se...原创 2019-07-20 17:00:23 · 450 阅读 · 0 评论 -
TensorFlow Object Detection API目标检测检测代码
一、TensorFlow Object Detection API的安装见本人以下两篇博客:windows10下安装TensorFlow Object Detection API:https://mp.youkuaiyun.com/postedit/82023949Ubuntu18.04下安装TensorFlow Object Detection API:https://mp.youkuaiyun.com/pos...原创 2018-10-18 21:18:00 · 1071 阅读 · 1 评论 -
tensorflow版目标检测模型训练,控制台输出信息
相关代码在tensorflow源码中:site-packages\tensorflow\contrib\slim\python\slim\learning.py中def train()--------->负责程序运行整体流程... logging.info('Starting Session.') ... logging.info...原创 2019-07-20 16:59:40 · 802 阅读 · 0 评论 -
TensorFlow object detection API中的COCO验证方式说明
'DetectionBoxes_Precision/mAP': mean average precision over classes averaged over IOU thresholds ranging from .5 to .95 with .05 increments.'DetectionBoxes_Precision/mAP@.50IOU': mean average precis...原创 2019-08-27 09:54:57 · 947 阅读 · 0 评论