ubuntu Tensorflow object detection API 开发环境搭建

https://blog.youkuaiyun.com/dy_guox/article/details/79111949

luo@luo-All-Series:~$
luo@luo-All-Series:~$ source activate t20190518
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$ ls
4.15.0-47-generic-hid-sensor-accel-3d.ko anaconda3 examples.desktop librealsense Public Videos
4.15.0-47-generic-hid-sensor-gyro-3d.ko Desktop Figure_1.png Music PycharmProjects
4.15.0-47-generic-uvcvideo.ko Documents Figure_2.png MyFile snap
4.15.0-47-generic-videodev.ko Downloads Figure_6.png Pictures Templates
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$
(t20190518) luo@luo-All-Series:~$ cd MyFile
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$ ls
20190227-5 Anaconda3 arraypad.py COCO labelImg Labelme opencv TensorflowProject tf-faster-rcnn tf-faster-rcnn_box
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$
(t20190518) luo@luo-All-Series:~/MyFile$ cd TensorflowProject
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$ ls
faster_rcnn_20190518 LSTM LSTM_YURUN_2019 maks_rcnn_yurun Mask_RCNN tf-faster-rcnn
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject$ cd Mask_RCNN
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$ ls
mask_rcnn_20190518 sample201901
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN$ cd mask_rcnn_20190518
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$ ls
Mask_RCNN
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518$ cd Mask_RCNN
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$ ls
assets LICENSE mask_rcnn_coco.h5 mask_rcnn_shapes_0200.h5 README.md samples setup.py
images MANIFEST.in mask_rcnn_shapes_0140.h5 mrcnn requirements.txt setup.cfg
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$ git clone https://github.com/tensorflow/models.git
Cloning into 'models'...
remote: Enumerating objects: 25911, done.
remote: Total 25911 (delta 0), reused 0 (delta 0), pack-reused 25911
Receiving objects: 100% (25911/25911), 508.52 MiB | 2.11 MiB/s, done.
Resolving deltas: 100% (15562/15562), done.
Checking out files: 100% (2907/2907), done.
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$ ls
assets LICENSE mask_rcnn_coco.h5 mask_rcnn_shapes_0200.h5 models_backups README.md samples setup.py
images MANIFEST.in mask_rcnn_shapes_0140.h5 models mrcnn requirements.txt setup.cfg
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$ cd models
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$ ls
AUTHORS CODEOWNERS CONTRIBUTING.md ISSUE_TEMPLATE.md LICENSE official README.md research samples tutorials WORKSPACE
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$ cd research
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ ls
a3c_blogpost delf lstm_object_detection sentiment_analysis
adversarial_crypto differential_privacy marco seq2species
adversarial_logit_pairing domain_adaptation maskgan setup.py
adversarial_text efficient-hrl minigo skip_thoughts
adv_imagenet_models feelvos morph_net slim
astronet fivo namignizer steve
attention_ocr gan neural_gpu street
audioset global_objectives neural_programmer struct2depth
autoaugment im2txt next_frame_prediction swivel
autoencoder inception nst_blogpost syntaxnet
brain_coder keypointnet object_detection tcn
cognitive_mapping_and_planning learned_optimizer pcl_rl tensorrt
cognitive_planning learning_to_remember_rare_events ptn textsum
compression learning_unsupervised_learning qa_kg transformer
cvt_text lexnet_nc README.md vid2depth
deep_contextual_bandits lfads real_nvp video_prediction
deeplab lm_1b rebar
deep_speech lm_commonsense resnet
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ mkdir output_model
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ ls
a3c_blogpost deep_contextual_bandits learning_to_remember_rare_events nst_blogpost steve
adversarial_crypto deeplab learning_unsupervised_learning object_detection street
adversarial_logit_pairing deep_speech lexnet_nc output_model struct2depth
adversarial_text delf lfads pcl_rl swivel
adv_imagenet_models differential_privacy lm_1b ptn syntaxnet
astronet domain_adaptation lm_commonsense qa_kg tcn
attention_ocr efficient-hrl lstm_object_detection README.md tensorrt
audioset feelvos marco real_nvp textsum
autoaugment fivo maskgan rebar transformer
autoencoder gan minigo resnet vid2depth
brain_coder global_objectives morph_net sentiment_analysis video_prediction
cognitive_mapping_and_planning im2txt namignizer seq2species
cognitive_planning inception neural_gpu setup.py
compression keypointnet neural_programmer skip_thoughts
cvt_text learned_optimizer next_frame_prediction slim
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ cd output_model
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$ ls
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$ pwd
/home/luo/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/output_model$ cd ../
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ ls
a3c_blogpost deep_contextual_bandits learning_to_remember_rare_events nst_blogpost steve
adversarial_crypto deeplab learning_unsupervised_learning object_detection street
adversarial_logit_pairing deep_speech lexnet_nc output_model struct2depth
adversarial_text delf lfads pcl_rl swivel
adv_imagenet_models differential_privacy lm_1b ptn syntaxnet
astronet domain_adaptation lm_commonsense qa_kg tcn
attention_ocr efficient-hrl lstm_object_detection README.md tensorrt
audioset feelvos marco real_nvp textsum
autoaugment fivo maskgan rebar transformer
autoencoder gan minigo resnet vid2depth
brain_coder global_objectives morph_net sentiment_analysis video_prediction
cognitive_mapping_and_planning im2txt namignizer seq2species
cognitive_planning inception neural_gpu setup.py
compression keypointnet neural_programmer skip_thoughts
cvt_text learned_optimizer next_frame_prediction slim
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ cd data_2019
bash: cd: data_2019: No such file or directory
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ cd ../../
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN$ cd models
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$ ls
AUTHORS CODEOWNERS CONTRIBUTING.md ISSUE_TEMPLATE.md LICENSE official README.md research samples tutorials WORKSPACE
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$ cd data_2019
bash: cd: data_2019: No such file or directory
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models$ cd research
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ ls
a3c_blogpost deep_contextual_bandits learning_to_remember_rare_events nst_blogpost steve
adversarial_crypto deeplab learning_unsupervised_learning object_detection street
adversarial_logit_pairing deep_speech lexnet_nc output_model struct2depth
adversarial_text delf lfads pcl_rl swivel
adv_imagenet_models differential_privacy lm_1b ptn syntaxnet
astronet domain_adaptation lm_commonsense qa_kg tcn
attention_ocr efficient-hrl lstm_object_detection README.md tensorrt
audioset feelvos marco real_nvp textsum
autoaugment fivo maskgan rebar transformer
autoencoder gan minigo resnet vid2depth
brain_coder global_objectives morph_net sentiment_analysis video_prediction
cognitive_mapping_and_planning im2txt namignizer seq2species
cognitive_planning inception neural_gpu setup.py
compression keypointnet neural_programmer skip_thoughts
cvt_text learned_optimizer next_frame_prediction slim
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ cd object_detection
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$

(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ protoc object_detection/protos/*.proto --python_out=.
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$

(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ export PATH=$PATH:/home/luo/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$

(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$ python model_builder_test.py
................
----------------------------------------------------------------------
Ran 16 tests in 0.036s

OK
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$

PATH=$PATH:/home/luo/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/slim
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research$

cd object_detection
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$ ls
anchor_generators data_2019 exporter.py g3doc matchers model_main_2019051801.py predictors test_data
box_coders data_decoders exporter_test.py inference meta_architectures model_main.py protos test_images
builders dataset_tools export_inference_graph.py __init__.py metrics models __pycache__ training2
CONTRIBUTING.md dockerfiles export_tflite_ssd_graph_lib.py inputs.py model_hparams.py model_tpu_main.py README.md utils
core eval_util.py export_tflite_ssd_graph_lib_test.py inputs_test.py model_lib.py object_detection_tutorial-Copy1.ipynb samples
data eval_util_test.py export_tflite_ssd_graph.py legacy model_lib_test.py object_detection_tutorial.ipynb test_ckpt
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$
(t20190518) luo@luo-All-Series:~/MyFile/TensorflowProject/Mask_RCNN/mask_rcnn_20190518/Mask_RCNN/models/research/object_detection$ jupyter notebook

 

转载于:https://www.cnblogs.com/herd/p/10888381.html

### TensorFlow Object Detection API 的安装方法 #### 准备工作 为了顺利安装 TensorFlow Object Detection API,需先确认环境配置满足需求。通常推荐使用虚拟环境来隔离依赖项[^1]。 #### 安装步骤 以下是基于 Ubuntu 18.04 平台的安装指南: 1. **克隆 TensorFlow Models 存储库** 需要从 GitHub 上获取官方存储库中的 `object_detection` 文件夹。 ```bash git clone https://github.com/tensorflow/models.git cd models/research/ ``` 2. **编译 Protobufs** 使用 Protocol Buffers 编译器 (`protoc`) 将 `.proto` 文件转换为 Python 可读文件。 ```bash protoc object_detection/protos/*.proto --python_out=. ``` 如果未安装 `protoc`,可以通过以下命令安装: ```bash sudo apt-get install protobuf-compiler python-pil python-lxml python-tk ``` 3. **设置路径变量** 修改当前用户的环境变量以便加载自定义模块。 ```bash export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim echo $PYTHONPATH ``` 4. **运行单元测试** 测试安装是否成功完成。 ```bash python object_detection/builders/model_builder_test.py ``` 若无错误提示,则说明安装正常[^4]。 5. **验证依赖版本** 确认所使用的 TensorFlow 版本兼容目标硬件架构(CPU 或 GPU)。对于较新版本模型可能仅支持特定范围内的 TF 版本[^2]。 6. **额外组件准备** 根据实际项目需求下载预训练模型权重并放置到指定位置;同时调整配置参数适配数据集结构[^3]。 ```python import tensorflow as tf from object_detection.utils import config_util from object_detection.protos import pipeline_pb2 ``` 以上即完成了基本框架搭建过程,请依据具体应用场景进一步定制化开发流程。
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