Python Module Index

t


	t
	`towhee`
	`towhee.dag`
	`towhee.dag.base_repr`
	`towhee.dag.dataframe_repr`
	`towhee.dag.graph_repr`
	`towhee.dag.operator_repr`
	`towhee.dag.variable_repr`
	`towhee.data`
	`towhee.data.dataset`
	`towhee.data.dataset.dataset`
	`towhee.data.dataset.image_datasets`
	`towhee.datacollection`
	`towhee.datacollection.data_collection`
	`towhee.datacollection.entity`
	`towhee.datacollection.mixins`
	`towhee.datacollection.mixins.display`
	`towhee.dataframe`
	`towhee.dataframe.array`
	`towhee.dataframe.array.array`
	`towhee.dataframe.array.utils`
	`towhee.dataframe.dataframe`
	`towhee.dataframe.iterators`
	`towhee.dc2`
	`towhee.engine`
	`towhee.engine.engine`
	`towhee.engine.execution`
	`towhee.engine.execution.base_execution`
	`towhee.engine.execution.pandas_execution`
	`towhee.engine.execution.stateful_execution`
	`towhee.engine.execution.vectorized_execution`
	`towhee.engine.factory`
	`towhee.engine.graph_context`
	`towhee.engine.operator_context`
	`towhee.engine.operator_io`
	`towhee.engine.operator_io.reader`
	`towhee.engine.operator_io.writer`
	`towhee.engine.operator_loader`
	`towhee.engine.operator_pool`
	`towhee.engine.operator_registry`
	`towhee.engine.operator_runner`
	`towhee.engine.operator_runner.concat_runner`
	`towhee.engine.operator_runner.filter_runner`
	`towhee.engine.operator_runner.flatmap_runner`
	`towhee.engine.operator_runner.generator_runner`
	`towhee.engine.operator_runner.map_runner`
	`towhee.engine.operator_runner.runner_base`
	`towhee.engine.operator_runner.window_runner`
	`towhee.engine.pipeline`
	`towhee.engine.status`
	`towhee.engine.task_scheduler`
	`towhee.engine.thread_pool_task_executor`
	`towhee.engine.uri`
	`towhee.errors`
	`towhee.functional`
	`towhee.functional.data_collection`
	`towhee.functional.entity`
	`towhee.functional.mixins`
	`towhee.functional.mixins.audio`
	`towhee.functional.mixins.column`
	`towhee.functional.mixins.compile`
	`towhee.functional.mixins.computer_vision`
	`towhee.functional.mixins.config`
	`towhee.functional.mixins.dag`
	`towhee.functional.mixins.data_processing`
	`towhee.functional.mixins.dataframe`
	`towhee.functional.mixins.dataset`
	`towhee.functional.mixins.dispatcher`
	`towhee.functional.mixins.display`
	`towhee.functional.mixins.faiss`
	`towhee.functional.mixins.format_priority`
	`towhee.functional.mixins.kv_storage`
	`towhee.functional.mixins.list`
	`towhee.functional.mixins.metric`
	`towhee.functional.mixins.milvus`
	`towhee.functional.mixins.parallel`
	`towhee.functional.mixins.ray`
	`towhee.functional.mixins.safe`
	`towhee.functional.mixins.serve`
	`towhee.functional.mixins.state`
	`towhee.functional.mixins.stream`
	`towhee.functional.option`
	`towhee.functional.storages`
	`towhee.hparam`
	`towhee.hparam.hyperparameter`
	`towhee.hub`
	`towhee.hub.builtin`
	`towhee.hub.builtin.operators`
	`towhee.hub.builtin.operators.computer_vision`
	`towhee.hub.builtin.operators.faiss_search`
	`towhee.hub.builtin.operators.feature_engineer`
	`towhee.hub.builtin.operators.milvus_search`
	`towhee.hub.builtin.operators.runas_op`
	`towhee.hub.builtin.operators.sklearn`
	`towhee.hub.builtin.operators.tensor_like`
	`towhee.hub.builtin.pipelines`
	`towhee.hub.file_manager`
	`towhee.hub.operator_manager`
	`towhee.hub.pipeline_manager`
	`towhee.hub.preclude`
	`towhee.hub.repo_manager`
	`towhee.models`
	`towhee.models.acar_net`
	`towhee.models.acar_net.backbone`
	`towhee.models.acar_net.head`
	`towhee.models.acar_net.model`
	`towhee.models.acar_net.neck`
	`towhee.models.acar_net.utils`
	`towhee.models.action_clip`
	`towhee.models.action_clip.action_clip`
	`towhee.models.action_clip.action_clip_utils`
	`towhee.models.action_clip.text_prompt`
	`towhee.models.action_clip.visual_prompt`
	`towhee.models.allinone`
	`towhee.models.allinone.allinone`
	`towhee.models.clip`
	`towhee.models.clip.auxilary`
	`towhee.models.clip.clip`
	`towhee.models.clip.clip_utils`
	`towhee.models.clip.simple_tokenizer`
	`towhee.models.clip4clip`
	`towhee.models.clip4clip.clip4clip`
	`towhee.models.clip4clip.until_module`
	`towhee.models.clip4clip.utils`
	`towhee.models.coca`
	`towhee.models.coca.coca`
	`towhee.models.coformer`
	`towhee.models.coformer.backbone`
	`towhee.models.coformer.coformer`
	`towhee.models.coformer.config`
	`towhee.models.coformer.transformer`
	`towhee.models.coformer.utils`
	`towhee.models.collaborative_experts`
	`towhee.models.collaborative_experts.collaborative_experts`
	`towhee.models.collaborative_experts.net_vlad`
	`towhee.models.collaborative_experts.util`
	`towhee.models.convnext`
	`towhee.models.convnext.configs`
	`towhee.models.convnext.convnext`
	`towhee.models.convnext.utils`
	`towhee.models.cvnet`
	`towhee.models.cvnet.cvnet`
	`towhee.models.cvnet.cvnet_block`
	`towhee.models.cvnet.cvnet_utils`
	`towhee.models.cvnet.resnet`
	`towhee.models.drl`
	`towhee.models.drl.drl`
	`towhee.models.drl.module_cross`
	`towhee.models.drl.until_module`
	`towhee.models.embedding`
	`towhee.models.embedding.embedding_extractor`
	`towhee.models.hornet`
	`towhee.models.hornet.configs`
	`towhee.models.hornet.hornet`
	`towhee.models.hornet.utils`
	`towhee.models.isc`
	`towhee.models.isc.isc`
	`towhee.models.layers`
	`towhee.models.layers.activations`
	`towhee.models.layers.activations.gelu`
	`towhee.models.layers.activations.hardmish`
	`towhee.models.layers.activations.hardsigmoid`
	`towhee.models.layers.activations.hardswish`
	`towhee.models.layers.activations.mish`
	`towhee.models.layers.activations.prelu`
	`towhee.models.layers.activations.sigmoid`
	`towhee.models.layers.activations.swiglu`
	`towhee.models.layers.activations.swish`
	`towhee.models.layers.activations.tanh`
	`towhee.models.layers.aspp`
	`towhee.models.layers.attention`
	`towhee.models.layers.cond_conv2d`
	`towhee.models.layers.conv2d_same`
	`towhee.models.layers.conv2d_separable`
	`towhee.models.layers.conv4d`
	`towhee.models.layers.conv_bn_activation`
	`towhee.models.layers.convmlp`
	`towhee.models.layers.cross_attention`
	`towhee.models.layers.dropblock2d`
	`towhee.models.layers.droppath`
	`towhee.models.layers.ffn`
	`towhee.models.layers.gatedmlp`
	`towhee.models.layers.layers_with_relprop`
	`towhee.models.layers.mixed_conv2d`
	`towhee.models.layers.mlp`
	`towhee.models.layers.multi_scale_attention`
	`towhee.models.layers.multi_scale_transformer_block`
	`towhee.models.layers.netvlad`
	`towhee.models.layers.non_local`
	`towhee.models.layers.padding_functions`
	`towhee.models.layers.patch_embed2d`
	`towhee.models.layers.patch_embed3d`
	`towhee.models.layers.patch_merging`
	`towhee.models.layers.patch_merging3d`
	`towhee.models.layers.pool_attention`
	`towhee.models.layers.position_encoding`
	`towhee.models.layers.relative_self_attention`
	`towhee.models.layers.resnet_basic_3d_module`
	`towhee.models.layers.sam`
	`towhee.models.layers.sequence_pool`
	`towhee.models.layers.spatial_temporal_cls_positional_encoding`
	`towhee.models.layers.spp`
	`towhee.models.layers.swin_transformer_block3d`
	`towhee.models.layers.temporal_cg_avgpool3d`
	`towhee.models.layers.tf_avgpool3d`
	`towhee.models.layers.time2vec`
	`towhee.models.layers.transformer_encoder`
	`towhee.models.layers.vision_transformer_basic_head`
	`towhee.models.layers.window_attention`
	`towhee.models.layers.window_attention3d`
	`towhee.models.lightning_dot`
	`towhee.models.lightning_dot.bi_encoder`
	`towhee.models.loss`
	`towhee.models.loss.focal_loss`
	`towhee.models.mcprop`
	`towhee.models.mcprop.depthaggregator`
	`towhee.models.mcprop.featurefusion`
	`towhee.models.mcprop.imageextractor`
	`towhee.models.mcprop.loss`
	`towhee.models.mcprop.matching`
	`towhee.models.mcprop.textextractor`
	`towhee.models.mcprop.transformerpooling`
	`towhee.models.mdmmt`
	`towhee.models.mdmmt.bert_mmt`
	`towhee.models.mdmmt.mmt`
	`towhee.models.movinet`
	`towhee.models.movinet.config`
	`towhee.models.movinet.movinet`
	`towhee.models.movinet.movinet_block`
	`towhee.models.mpvit`
	`towhee.models.mpvit.mpvit`
	`towhee.models.multiscale_vision_transformers`
	`towhee.models.multiscale_vision_transformers.create_mvit`
	`towhee.models.multiscale_vision_transformers.mvit`
	`towhee.models.nnfp`
	`towhee.models.nnfp.nnfp`
	`towhee.models.omnivore`
	`towhee.models.omnivore.omnivore`
	`towhee.models.perceiver`
	`towhee.models.perceiver.create_cross_attention`
	`towhee.models.perceiver.create_self_attention`
	`towhee.models.perceiver.create_self_attention_block`
	`towhee.models.perceiver.cross_attention`
	`towhee.models.perceiver.mlp`
	`towhee.models.perceiver.multi_head_attention`
	`towhee.models.perceiver.residual`
	`towhee.models.perceiver.self_attention`
	`towhee.models.perceiver.sequential`
	`towhee.models.replknet`
	`towhee.models.replknet.configs`
	`towhee.models.replknet.replknet`
	`towhee.models.replknet.utils`
	`towhee.models.repmlp`
	`towhee.models.repmlp.blocks`
	`towhee.models.repmlp.configs`
	`towhee.models.repmlp.repmlp`
	`towhee.models.retina_face`
	`towhee.models.retina_face.configs`
	`towhee.models.retina_face.heads`
	`towhee.models.retina_face.mobilenet_v1`
	`towhee.models.retina_face.prior_box`
	`towhee.models.retina_face.retinaface`
	`towhee.models.retina_face.retinaface_fpn`
	`towhee.models.retina_face.ssh`
	`towhee.models.retina_face.utils`
	`towhee.models.shunted_transformer`
	`towhee.models.shunted_transformer.configs`
	`towhee.models.shunted_transformer.shunted_transformer`
	`towhee.models.shunted_transformer.utils`
	`towhee.models.svt`
	`towhee.models.svt.svt`
	`towhee.models.svt.svt_utils`
	`towhee.models.swin_transformer`
	`towhee.models.swin_transformer.basic_layer`
	`towhee.models.swin_transformer.configs`
	`towhee.models.swin_transformer.model`
	`towhee.models.swin_transformer.swin_transformer_block`
	`towhee.models.timesformer`
	`towhee.models.timesformer.timesformer`
	`towhee.models.timesformer.timesformer_block`
	`towhee.models.timesformer.timesformer_utils`
	`towhee.models.transrac`
	`towhee.models.transrac.transrac`
	`towhee.models.transrac.utils`
	`towhee.models.tsm`
	`towhee.models.tsm.config`
	`towhee.models.tsm.mobilenet_v2`
	`towhee.models.tsm.temporal_shift`
	`towhee.models.tsm.tsm`
	`towhee.models.uniformer`
	`towhee.models.uniformer.config`
	`towhee.models.uniformer.uniformer`
	`towhee.models.utils`
	`towhee.models.utils.basic_ops`
	`towhee.models.utils.causal_module`
	`towhee.models.utils.create_act`
	`towhee.models.utils.create_conv2d`
	`towhee.models.utils.create_conv2d_pad`
	`towhee.models.utils.create_model`
	`towhee.models.utils.create_resnet_basic_3d_module`
	`towhee.models.utils.download`
	`towhee.models.utils.fuse_bn`
	`towhee.models.utils.gelu_ignore_parameters`
	`towhee.models.utils.general_utils`
	`towhee.models.utils.get_relative_position_index`
	`towhee.models.utils.get_window_size`
	`towhee.models.utils.init_vit_weights`
	`towhee.models.utils.pretrained_utils`
	`towhee.models.utils.round_width`
	`towhee.models.utils.video_transforms`
	`towhee.models.utils.weight_init`
	`towhee.models.utils.window_partition`
	`towhee.models.utils.window_partition3d`
	`towhee.models.utils.window_reverse`
	`towhee.models.utils.window_reverse3d`
	`towhee.models.vggish`
	`towhee.models.vggish.torch_vggish`
	`towhee.models.video_swin_transformer`
	`towhee.models.video_swin_transformer.compute_mask`
	`towhee.models.video_swin_transformer.get_configs`
	`towhee.models.video_swin_transformer.video_swin_transformer`
	`towhee.models.video_swin_transformer.video_swin_transformer_block`
	`towhee.models.violet`
	`towhee.models.violet.violet`
	`towhee.models.vis4mer`
	`towhee.models.vis4mer.activation`
	`towhee.models.vis4mer.get_initializer`
	`towhee.models.vis4mer.linearactivation`
	`towhee.models.vis4mer.transposelinear`
	`towhee.models.vis4mer.utils`
	`towhee.models.visualization`
	`towhee.models.visualization.clip_visualization`
	`towhee.models.visualization.embedding_visualization`
	`towhee.models.visualization.transformer_visualization`
	`towhee.models.vit`
	`towhee.models.vit.vit`
	`towhee.models.vit.vit_block`
	`towhee.models.vit.vit_utils`
	`towhee.operator`
	`towhee.operator.base`
	`towhee.operator.concat_operator`
	`towhee.operator.nop`
	`towhee.operator.stateful_operator`
	`towhee.pipeline_format`
	`towhee.runtime`
	`towhee.runtime.check_utils`
	`towhee.runtime.constants`
	`towhee.runtime.dag_repr`
	`towhee.runtime.data_queue`
	`towhee.runtime.factory`
	`towhee.runtime.node_config`
	`towhee.runtime.node_repr`
	`towhee.runtime.nodes`
	`towhee.runtime.nodes.node`
	`towhee.runtime.operator_manager`
	`towhee.runtime.operator_manager.operator_action`
	`towhee.runtime.operator_manager.operator_loader`
	`towhee.runtime.operator_manager.operator_pool`
	`towhee.runtime.operator_manager.operator_registry`
	`towhee.runtime.operator_manager.uri`
	`towhee.runtime.performance_profiler`
	`towhee.runtime.pipeline`
	`towhee.runtime.runtime_conf`
	`towhee.runtime.runtime_pipeline`
	`towhee.runtime.schema_repr`
	`towhee.serve`
	`towhee.serve.triton`
	`towhee.serve.triton.bls`
	`towhee.serve.triton.bls.caller`
	`towhee.serve.triton.bls.mock`
	`towhee.serve.triton.bls.mock.mock_pb_util`
	`towhee.serve.triton.bls.mock.mock_triton_client`
	`towhee.serve.triton.bls.model_runner`
	`towhee.serve.triton.bls.model_runner.generator_model`
	`towhee.serve.triton.bls.model_runner.map_model`
	`towhee.serve.triton.bls.model_runner.transformer`
	`towhee.serve.triton.bls.python_backend_wrapper`
	`towhee.serve.triton.bls.utils`
	`towhee.serve.triton.bls.utils.op_config`
	`towhee.serve.triton.bls.utils.type_util`
	`towhee.serve.triton.builder`
	`towhee.serve.triton.constant`
	`towhee.serve.triton.docker_image_builder`
	`towhee.serve.triton.dockerfiles`
	`towhee.serve.triton.format_utils`
	`towhee.serve.triton.python_model_builder`
	`towhee.serve.triton.to_triton_models`
	`towhee.serve.triton.triton_config_builder`
	`towhee.serve.triton.type_gen`
	`towhee.trainer`
	`towhee.trainer.callback`
	`towhee.trainer.modelcard`
	`towhee.trainer.optimization`
	`towhee.trainer.optimization.adafactor`
	`towhee.trainer.optimization.adamw`
	`towhee.trainer.optimization.optimization`
	`towhee.trainer.scheduler`
	`towhee.trainer.training_config`
	`towhee.trainer.utils`
	`towhee.trainer.utils.file_utils`
	`towhee.trainer.utils.layer_freezer`
	`towhee.trainer.utils.plot_utils`
	`towhee.trainer.utils.trainer_utils`
	`towhee.types`
	`towhee.types.arg`
	`towhee.types.audio_frame`
	`towhee.types.image`
	`towhee.types.image_utils`
	`towhee.types.tensor_array`
	`towhee.types.video_frame`
	`towhee.utils`
	`towhee.utils.cv2_utils`
	`towhee.utils.dependency_control`
	`towhee.utils.git_utils`
	`towhee.utils.hub_file_utils`
	`towhee.utils.hub_utils`
	`towhee.utils.log`
	`towhee.utils.matplotlib_utils`
	`towhee.utils.ndarray_utils`
	`towhee.utils.np_format`
	`towhee.utils.pil_utils`
	`towhee.utils.repo_normalize`
	`towhee.utils.scipy_utils`
	`towhee.utils.singleton`
	`towhee.utils.thirdparty`
	`towhee.utils.thirdparty.av_utils`
	`towhee.utils.thirdparty.faiss_utils`
	`towhee.utils.thirdparty.ipython_utils`
	`towhee.utils.thirdparty.milvus_utils`
	`towhee.utils.thirdparty.numba_utils`
	`towhee.utils.thirdparty.pandas_utils`
	`towhee.utils.thirdparty.pyarrow_utils`
	`towhee.utils.yaml_utils`
	`trainer`
	`trainer.callback`
	`trainer.modelcard`
	`trainer.optimization`
	`trainer.optimization.adafactor`
	`trainer.optimization.adamw`
	`trainer.optimization.optimization`
	`trainer.scheduler`
	`trainer.training_config`
	`trainer.utils`
	`trainer.utils.layer_freezer`
	`trainer.utils.trainer_utils`