Welcome to easy_vision’s documentation!

USER GUIDE

• 简介
• 快速开始
• 模型导出&预测

MODEL ZOO

• 图像分类
  • 1 简介
  • 2 使用示例
• 物体检测
  • 1 简介
  • 2 使用示例
• 图像分割
  • 1 简介
  • 2 使用示例
• 实例分割
  • 1 简介
  • 2 使用示例
• 文字检测
  • 1 简介
  • 2 使用示例
• 文字识别
  • 1 简介
  • 2 使用示例
• 端到端文字识别
  • 1 简介
  • 2 使用示例

SAMPLE CONFIG

• 图像分类
  • resnet_v1d_50
  • mobilenet_v3
  • efficientnet_b0
  • darknet53
• 物体检测
  • faster_rcnn_r50
  • faster_rcnn_r50_fpn
  • ssd_r50
  • ssd_r50_fpn
  • ssd_mobilenet
  • yolo3
• 图像分割
  • deeplab_v3+_r101_stage1
  • deeplab_v3+_r101_stage2
• 实例分割
  • mask_rcnn_r50
  • mask_rcnn_r50_fpn
• 文字检测
  • text_krcnn_r50_fpn
• 文字识别
  • crnn_ctc_r15
  • crnn_attention_r15
  • crnn_mono_attention_r15
  • cnn_spatial_attention_r15
  • transformer_ocr
• 端到端的文字识别
  • text_end2end_krcnn_attention
• SavedModel评估
  • detector
  • classifier
  • multilabel_classifier
  • text_detector
  • text_detector
  • text_recognizer
  • text_spotter
  • text_pipeline_predictor

API

• easy_vision.python.main
• easy_vision.python.data_main
• easy_vision.python.builders
  • easy_vision.python.builders.anchor_generator_builder
  • easy_vision.python.builders.backbone_builder
  • easy_vision.python.builders.box_coder_builder
  • easy_vision.python.builders.box_predictor_builder
  • easy_vision.python.builders.hyperparams_builder
  • easy_vision.python.builders.keypoint_predictor_builder
  • easy_vision.python.builders.losses_builder
  • easy_vision.python.builders.mask_predictor_builder
  • easy_vision.python.builders.matcher_builder
  • easy_vision.python.builders.optimizer_builder
  • easy_vision.python.builders.post_processing_builder
  • easy_vision.python.builders.preprocessor_builder
  • easy_vision.python.builders.text_encoder_builder
• easy_vision.python.core
  • easy_vision.python.core.anchor_generators
    • easy_vision.python.core.anchor_generators.anchor_generator
    • easy_vision.python.core.anchor_generators.grid_anchor_generator
    • easy_vision.python.core.anchor_generators.multiple_grid_anchor_generator
    • easy_vision.python.core.anchor_generators.multiscale_grid_anchor_generator
    • easy_vision.python.core.anchor_generators.temporal_grid_anchor_generator
    • easy_vision.python.core.anchor_generators.yolo_anchor_generator
  • easy_vision.python.core.backbones
    • easy_vision.python.core.backbones.alexnet_backbone
    • easy_vision.python.core.backbones.backbone
    • easy_vision.python.core.backbones.c3d_backbone
    • easy_vision.python.core.backbones.cifar_backbone
    • easy_vision.python.core.backbones.custom_backbone
    • easy_vision.python.core.backbones.custom_layers
    • easy_vision.python.core.backbones.darknet_backbone
    • easy_vision.python.core.backbones.efficientnet_backbone
    • easy_vision.python.core.backbones.i3d
    • easy_vision.python.core.backbones.inception_backbone
    • easy_vision.python.core.backbones.mobilenet_backbone
    • easy_vision.python.core.backbones.net_utils
    • easy_vision.python.core.backbones.resnet_3d_backbone
    • easy_vision.python.core.backbones.resnet_backbone
    • easy_vision.python.core.backbones.resnext_3d_backbone
    • easy_vision.python.core.backbones.text_resnet15_backbone
    • easy_vision.python.core.backbones.vgg_backbone
    • easy_vision.python.core.backbones.vgg_bai_backbone
    • easy_vision.python.core.backbones.vgg_reduce_fc
    • easy_vision.python.core.backbones.xception_backbone
  • easy_vision.python.core.box_coders
    • easy_vision.python.core.box_coders.faster_rcnn_box_coder
    • easy_vision.python.core.box_coders.keypoint_box_coder
    • easy_vision.python.core.box_coders.mean_stddev_box_coder
    • easy_vision.python.core.box_coders.rc3d_box_coder
    • easy_vision.python.core.box_coders.square_box_coder
    • easy_vision.python.core.box_coders.yolo_box_coder
  • easy_vision.python.core.decoders
    • easy_vision.python.core.decoders.decoder
    • easy_vision.python.core.decoders.fc_decoders
    • easy_vision.python.core.decoders.rnn_decoders
    • easy_vision.python.core.decoders.transformer_decoder
  • easy_vision.python.core.detection_predictors
    • easy_vision.python.core.detection_predictors.heads
      • easy_vision.python.core.detection_predictors.heads.box_head
      • easy_vision.python.core.detection_predictors.heads.class_head
      • easy_vision.python.core.detection_predictors.heads.head
      • easy_vision.python.core.detection_predictors.heads.keypoint_head
      • easy_vision.python.core.detection_predictors.heads.mask_head
    • easy_vision.python.core.detection_predictors.convolutional_box_predictor
    • easy_vision.python.core.detection_predictors.mask_rcnn_box_predictor
    • easy_vision.python.core.detection_predictors.mask_rcnn_mask_predictor
    • easy_vision.python.core.detection_predictors.predictor
    • easy_vision.python.core.detection_predictors.rfcn_box_predictor
    • easy_vision.python.core.detection_predictors.text_resnet_keypoint_predictor
    • easy_vision.python.core.detection_predictors.yolo_box_predictor
  • easy_vision.python.core.encoders
    • easy_vision.python.core.encoders.nets
      • easy_vision.python.core.encoders.nets.base_text_conv_encoder
      • easy_vision.python.core.encoders.nets.text_conv5_encoder
      • easy_vision.python.core.encoders.nets.text_senet5_encoder
      • easy_vision.python.core.encoders.nets.text_vgg_bai_encoder
    • easy_vision.python.core.encoders.text_encoder
    • easy_vision.python.core.encoders.text_transformer_encoder
  • easy_vision.python.core.matchers
    • easy_vision.python.core.matchers.argmax_matcher
    • easy_vision.python.core.matchers.bipartite_matcher
    • easy_vision.python.core.matchers.matcher
  • easy_vision.python.core.ops
    • easy_vision.python.core.ops.attention_ops
    • easy_vision.python.core.ops.box_coder
    • easy_vision.python.core.ops.box_list
    • easy_vision.python.core.ops.box_list_ops
    • easy_vision.python.core.ops.common_layers
    • easy_vision.python.core.ops.common_ops
    • easy_vision.python.core.ops.embedding_layer
    • easy_vision.python.core.ops.keypoint_ops
    • easy_vision.python.core.ops.normalization
    • easy_vision.python.core.ops.post_processing
    • easy_vision.python.core.ops.region_similarity_calculator
    • easy_vision.python.core.ops.rnn_ops
    • easy_vision.python.core.ops.shape_utils
    • easy_vision.python.core.ops.static_shape
    • easy_vision.python.core.ops.target_assigner
    • easy_vision.python.core.ops.text_net_utils
    • easy_vision.python.core.ops.transform_ops
    • easy_vision.python.core.ops.ts_list
    • easy_vision.python.core.ops.ts_list_ops
  • easy_vision.python.core.optical_flow
    • easy_vision.python.core.optical_flow.tvnet
      • easy_vision.python.core.optical_flow.tvnet.spatial_transformer
      • easy_vision.python.core.optical_flow.tvnet.tvnet
    • easy_vision.python.core.optical_flow.optical_flow
  • easy_vision.python.core.preprocessing
    • easy_vision.python.core.preprocessing.autoaugment
    • easy_vision.python.core.preprocessing.cifarnet_preprocessing
    • easy_vision.python.core.preprocessing.classification_preprocess
    • easy_vision.python.core.preprocessing.common_preprocess
    • easy_vision.python.core.preprocessing.deeplab_preprocess
    • easy_vision.python.core.preprocessing.efficientnet_preprocessing
    • easy_vision.python.core.preprocessing.inception_preprocessing
    • easy_vision.python.core.preprocessing.lenet_preprocessing
    • easy_vision.python.core.preprocessing.preprocessing_factory
    • easy_vision.python.core.preprocessing.preprocessor
    • easy_vision.python.core.preprocessing.preprocessor_cache
    • easy_vision.python.core.preprocessing.ssd_preprocess
    • easy_vision.python.core.preprocessing.text_preprocess
    • easy_vision.python.core.preprocessing.vgg_preprocessing
    • easy_vision.python.core.preprocessing.video_preprocess
  • easy_vision.python.core.sampler
    • easy_vision.python.core.sampler.balanced_positive_negative_sampler
    • easy_vision.python.core.sampler.minibatch_sampler
  • easy_vision.python.core.transformer
    • easy_vision.python.core.transformer.attention_layer
    • easy_vision.python.core.transformer.beam_search
    • easy_vision.python.core.transformer.common
    • easy_vision.python.core.transformer.ffn_layer
    • easy_vision.python.core.transformer.transformer_utils
  • easy_vision.python.core.feature_map_generators
  • easy_vision.python.core.learning_schedules
  • easy_vision.python.core.losses
  • easy_vision.python.core.standard_fields
• easy_vision.python.custom_code
  • easy_vision.python.custom_code.custom_input
  • easy_vision.python.custom_code.custom_model
• easy_vision.python.dataset_tools
  • easy_vision.python.dataset_tools.custom_generator_example
  • easy_vision.python.dataset_tools.data_reader
  • easy_vision.python.dataset_tools.dataset_info
  • easy_vision.python.dataset_tools.pai_converter
  • easy_vision.python.dataset_tools.qince_converter
  • easy_vision.python.dataset_tools.tf_record_converter
  • easy_vision.python.dataset_tools.tf_record_generator
  • easy_vision.python.dataset_tools.tf_record_writer
  • easy_vision.python.dataset_tools.video_converter
  • easy_vision.python.dataset_tools.voc_converter
• easy_vision.python.evaluation
  • easy_vision.python.evaluation.action_detection_evaluation
  • easy_vision.python.evaluation.classification_evaluation
  • easy_vision.python.evaluation.coco_evaluation
  • easy_vision.python.evaluation.eval_util
  • easy_vision.python.evaluation.evaluator
  • easy_vision.python.evaluation.icdar_detection_evaluation
  • easy_vision.python.evaluation.icdar_end2end_evaluation
  • easy_vision.python.evaluation.pascal_evaluation
  • easy_vision.python.evaluation.text_recognition_evaluation
• easy_vision.python.inference
  • easy_vision.python.inference.predictor
  • easy_vision.python.inference.text_pipeline_predictor
  • easy_vision.python.inference.video_predictor
• easy_vision.python.input
  • easy_vision.python.input.action_detection_input
  • easy_vision.python.input.classification_input
  • easy_vision.python.input.cv_input
  • easy_vision.python.input.cv_input_new
  • easy_vision.python.input.grid_mnist_input
  • easy_vision.python.input.multilabel_classification_input
  • easy_vision.python.input.segmentation_dataset
  • easy_vision.python.input.text_detection_input
  • easy_vision.python.input.text_end2end_input
  • easy_vision.python.input.text_recognition_input
  • easy_vision.python.input.text_rectification_input
  • easy_vision.python.input.video_classification_input
  • easy_vision.python.input.video_input
  • easy_vision.python.input.voc_input
• easy_vision.python.model
  • easy_vision.python.model.deeplab
    • easy_vision.python.model.deeplab.deeplab
    • easy_vision.python.model.deeplab.deeplab_helper
    • easy_vision.python.model.deeplab.seg_decode_head
  • easy_vision.python.model.faster_rcnn
    • easy_vision.python.model.faster_rcnn.faster_rcnn
    • easy_vision.python.model.faster_rcnn.rcnn_head
    • easy_vision.python.model.faster_rcnn.rcnn_helper
    • easy_vision.python.model.faster_rcnn.rpn_head
  • easy_vision.python.model.mask_rcnn
    • easy_vision.python.model.mask_rcnn.mrcnn_head
  • easy_vision.python.model.multilabel_classification
    • easy_vision.python.model.multilabel_classification.multi_label_head
    • easy_vision.python.model.multilabel_classification.multilabel_classification_model
  • easy_vision.python.model.rc3d
    • easy_vision.python.model.rc3d.action_detection_helper
    • easy_vision.python.model.rc3d.rc3d
    • easy_vision.python.model.rc3d.trcnn_head
    • easy_vision.python.model.rc3d.trcnn_helper
    • easy_vision.python.model.rc3d.trpn_head
  • easy_vision.python.model.rfcn
    • easy_vision.python.model.rfcn.fcn_head
    • easy_vision.python.model.rfcn.rfcn
  • easy_vision.python.model.ssd
    • easy_vision.python.model.ssd.ssd
    • easy_vision.python.model.ssd.ssd_head
  • easy_vision.python.model.text_end2end
    • easy_vision.python.model.text_end2end.text_end2end_helper
    • easy_vision.python.model.text_end2end.text_end2end_model
    • easy_vision.python.model.text_end2end.text_feature_gather
  • easy_vision.python.model.text_krcnn
    • easy_vision.python.model.text_krcnn.text_keypoint_head
    • easy_vision.python.model.text_krcnn.text_krcnn_model
  • easy_vision.python.model.text_recognition
    • easy_vision.python.model.text_recognition.text_attn_head
    • easy_vision.python.model.text_recognition.text_ctc_head
    • easy_vision.python.model.text_recognition.text_recognition_helper
    • easy_vision.python.model.text_recognition.text_recognition_model
    • easy_vision.python.model.text_recognition.text_transformer_head
  • easy_vision.python.model.text_rectification
    • easy_vision.python.model.text_rectification.text_recification_head
    • easy_vision.python.model.text_rectification.text_rectification_model
  • easy_vision.python.model.yolo
    • easy_vision.python.model.yolo.yolo
    • easy_vision.python.model.yolo.yolo_head
    • easy_vision.python.model.yolo.yolo_helper
  • easy_vision.python.model.classification_model
  • easy_vision.python.model.cv_estimator
  • easy_vision.python.model.cv_head
  • easy_vision.python.model.cv_model
  • easy_vision.python.model.detection_helper
  • easy_vision.python.model.detection_model
  • easy_vision.python.model.estimator_utils
  • easy_vision.python.model.large_scale_classification_model
  • easy_vision.python.model.text_model_helper
  • easy_vision.python.model.video_classification_2stream_model
  • easy_vision.python.model.video_classification_model
  • easy_vision.python.model.video_multilabel_classification_model
  • easy_vision.python.model.whale_model
• easy_vision.python.utils
  • easy_vision.python.utils.ac_utils
  • easy_vision.python.utils.category_util
  • easy_vision.python.utils.classification_vis_util
  • easy_vision.python.utils.config_util
  • easy_vision.python.utils.context_manager
  • easy_vision.python.utils.convert_config_generator
  • easy_vision.python.utils.dataset_util
  • easy_vision.python.utils.im_util
  • easy_vision.python.utils.json_utils
  • easy_vision.python.utils.label_map_util
  • easy_vision.python.utils.np_box_list
  • easy_vision.python.utils.np_box_list_ops
  • easy_vision.python.utils.np_box_mask_list
  • easy_vision.python.utils.np_box_mask_list_ops
  • easy_vision.python.utils.np_box_ops
  • easy_vision.python.utils.np_mask_ops
  • easy_vision.python.utils.profiling
  • easy_vision.python.utils.seq_utils
  • easy_vision.python.utils.text_vis_utils
  • easy_vision.python.utils.tf_util
  • easy_vision.python.utils.variables_helper
  • easy_vision.python.utils.video_decode
  • easy_vision.python.utils.video_input_utils
  • easy_vision.python.utils.video_transforms
  • easy_vision.python.utils.visualization_utils
  • easy_vision.python.utils.vocab_utils

Indices and tables

• Index
• Module Index
• Search Page