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metainfo.py
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# Copyright (c) Alibaba, Inc. and its affiliates.
from modelscope.utils.constant import Fields, Tasks
class Models(object):
""" Names for different models.
Holds the standard model name to use for identifying different model.
This should be used to register models.
Model name should only contain model information but not task information.
"""
# tinynas models
tinynas_detection = 'tinynas-detection'
tinynas_damoyolo = 'tinynas-damoyolo'
# vision models
detection = 'detection'
mask_scoring = 'MaskScoring'
image_restoration = 'image-restoration'
realtime_object_detection = 'realtime-object-detection'
realtime_video_object_detection = 'realtime-video-object-detection'
scrfd = 'scrfd'
depe = 'depe'
classification_model = 'ClassificationModel'
easyrobust_model = 'EasyRobustModel'
bnext = 'bnext'
yolopv2 = 'yolopv2'
nafnet = 'nafnet'
csrnet = 'csrnet'
adaint = 'adaint'
deeplpfnet = 'deeplpfnet'
rrdb = 'rrdb'
cascade_mask_rcnn_swin = 'cascade_mask_rcnn_swin'
maskdino_swin = 'maskdino_swin'
gpen = 'gpen'
product_retrieval_embedding = 'product-retrieval-embedding'
body_2d_keypoints = 'body-2d-keypoints'
body_3d_keypoints = 'body-3d-keypoints'
body_3d_keypoints_hdformer = 'hdformer'
crowd_counting = 'HRNetCrowdCounting'
face_2d_keypoints = 'face-2d-keypoints'
star_68ldk_detection = 'star-68ldk-detection'
panoptic_segmentation = 'swinL-panoptic-segmentation'
r50_panoptic_segmentation = 'r50-panoptic-segmentation'
image_reid_person = 'passvitb'
image_inpainting = 'FFTInpainting'
image_paintbyexample = 'Stablediffusion-Paintbyexample'
video_summarization = 'pgl-video-summarization'
video_panoptic_segmentation = 'swinb-video-panoptic-segmentation'
video_instance_segmentation = 'swinb-video-instance-segmentation'
language_guided_video_summarization = 'clip-it-language-guided-video-summarization'
swinL_semantic_segmentation = 'swinL-semantic-segmentation'
vitadapter_semantic_segmentation = 'vitadapter-semantic-segmentation'
text_driven_segmentation = 'text-driven-segmentation'
newcrfs_depth_estimation = 'newcrfs-depth-estimation'
omnidata_normal_estimation = 'omnidata-normal-estimation'
panovit_layout_estimation = 'panovit-layout-estimation'
unifuse_depth_estimation = 'unifuse-depth-estimation'
s2net_depth_estimation = 's2net-depth-estimation'
dro_resnet18_depth_estimation = 'dro-resnet18-depth-estimation'
raft_dense_optical_flow_estimation = 'raft-dense-optical-flow-estimation'
human_normal_estimation = 'human-normal-estimation'
resnet50_bert = 'resnet50-bert'
referring_video_object_segmentation = 'swinT-referring-video-object-segmentation'
fer = 'fer'
fairface = 'fairface'
retinaface = 'retinaface'
damofd = 'damofd'
shop_segmentation = 'shop-segmentation'
mogface = 'mogface'
mtcnn = 'mtcnn'
ulfd = 'ulfd'
rts = 'rts'
flir = 'flir'
arcface = 'arcface'
facemask = 'facemask'
flc = 'flc'
tinymog = 'tinymog'
video_inpainting = 'video-inpainting'
human_wholebody_keypoint = 'human-wholebody-keypoint'
hand_static = 'hand-static'
face_human_hand_detection = 'face-human-hand-detection'
face_emotion = 'face-emotion'
product_segmentation = 'product-segmentation'
image_body_reshaping = 'image-body-reshaping'
image_skychange = 'image-skychange'
video_human_matting = 'video-human-matting'
human_reconstruction = 'human-reconstruction'
text_texture_generation = 'text-texture-generation'
video_frame_interpolation = 'video-frame-interpolation'
video_object_segmentation = 'video-object-segmentation'
video_deinterlace = 'video-deinterlace'
quadtree_attention_image_matching = 'quadtree-attention-image-matching'
loftr_image_local_feature_matching = 'loftr-image-local-feature-matching'
lightglue_image_matching = 'lightglue-image-matching'
vision_middleware = 'vision-middleware'
vidt = 'vidt'
video_stabilization = 'video-stabilization'
real_basicvsr = 'real-basicvsr'
rcp_sceneflow_estimation = 'rcp-sceneflow-estimation'
image_casmvs_depth_estimation = 'image-casmvs-depth-estimation'
image_geomvsnet_depth_estimation = 'image-geomvsnet-depth-estimation'
vop_retrieval_model = 'vop-retrieval-model'
vop_retrieval_model_se = 'vop-retrieval-model-se'
ddcolor = 'ddcolor'
image_probing_model = 'image-probing-model'
defrcn = 'defrcn'
image_face_fusion = 'image-face-fusion'
content_check = 'content-check'
open_vocabulary_detection_vild = 'open-vocabulary-detection-vild'
ecbsr = 'ecbsr'
msrresnet_lite = 'msrresnet-lite'
object_detection_3d = 'object_detection_3d'
ddpm = 'ddpm'
ocr_recognition = 'OCRRecognition'
ocr_detection = 'OCRDetection'
lineless_table_recognition = 'LoreModel'
image_quality_assessment_mos = 'image-quality-assessment-mos'
image_quality_assessment_man = 'image-quality-assessment-man'
image_quality_assessment_degradation = 'image-quality-assessment-degradation'
m2fp = 'm2fp'
nerf_recon_acc = 'nerf-recon-acc'
nerf_recon_4k = 'nerf-recon-4k'
nerf_recon_vq_compression = 'nerf-recon-vq-compression'
surface_recon_common = 'surface-recon-common'
bts_depth_estimation = 'bts-depth-estimation'
vision_efficient_tuning = 'vision-efficient-tuning'
bad_image_detecting = 'bad-image-detecting'
controllable_image_generation = 'controllable-image-generation'
longshortnet = 'longshortnet'
fastinst = 'fastinst'
pedestrian_attribute_recognition = 'pedestrian-attribute-recognition'
image_try_on = 'image-try-on'
human_image_generation = 'human-image-generation'
image_view_transform = 'image-view-transform'
image_control_3d_portrait = 'image-control-3d-portrait'
rife = 'rife'
anydoor = 'anydoor'
self_supervised_depth_completion = 'self-supervised-depth-completion'
# nlp models
bert = 'bert'
palm = 'palm-v2'
structbert = 'structbert'
deberta_v2 = 'deberta_v2'
veco = 'veco'
translation = 'csanmt-translation'
canmt = 'canmt'
space_dst = 'space-dst'
space_intent = 'space-intent'
space_modeling = 'space-modeling'
space_T_en = 'space-T-en'
space_T_cn = 'space-T-cn'
tcrf = 'transformer-crf'
token_classification_for_ner = 'token-classification-for-ner'
tcrf_wseg = 'transformer-crf-for-word-segmentation'
transformer_softmax = 'transformer-softmax'
lcrf = 'lstm-crf'
lcrf_wseg = 'lstm-crf-for-word-segmentation'
gcnncrf = 'gcnn-crf'
bart = 'bart'
gpt2 = 'gpt2'
gpt3 = 'gpt3'
gpt_moe = 'gpt-moe'
gpt_neo = 'gpt-neo'
plug = 'plug'
bert_for_ds = 'bert-for-document-segmentation'
ponet_for_ds = 'ponet-for-document-segmentation'
ponet = 'ponet'
polylm = 'polylm'
T5 = 'T5'
mglm = 'mglm'
codegeex = 'codegeex'
glm130b = 'glm130b'
bloom = 'bloom'
unite = 'unite'
megatron_bert = 'megatron-bert'
use = 'user-satisfaction-estimation'
fid_plug = 'fid-plug'
fid_T5 = 'fid-T5'
lstm = 'lstm'
xlm_roberta = 'xlm-roberta'
transformers = 'transformers'
plug_mental = 'plug-mental'
doc2bot = 'doc2bot'
peer = 'peer'
llama = 'llama'
llama2 = 'llama2'
chatglm_6b = 'chatglm6b'
chatglm2_6b = 'chatglm2-6b'
qwen_7b = 'qwen-7b'
# audio models
sambert_hifigan = 'sambert-hifigan'
speech_frcrn_ans_cirm_16k = 'speech_frcrn_ans_cirm_16k'
speech_zipenhancer_ans_multiloss_16k_base = 'speech_zipenhancer_ans_multiloss_16k_base'
speech_dfsmn_ans = 'speech_dfsmn_ans'
speech_dfsmn_kws_char_farfield = 'speech_dfsmn_kws_char_farfield'
speech_dfsmn_kws_char_farfield_iot = 'speech_dfsmn_kws_char_farfield_iot'
speech_kws_fsmn_char_ctc_nearfield = 'speech_kws_fsmn_char_ctc_nearfield'
speech_mossformer_separation_temporal_8k = 'speech_mossformer_separation_temporal_8k'
speech_mossformer2_separation_temporal_8k = 'speech_mossformer2_separation_temporal_8k'
kws_kwsbp = 'kws-kwsbp'
generic_asr = 'generic-asr'
wenet_asr = 'wenet-asr'
generic_itn = 'generic-itn'
generic_punc = 'generic-punc'
generic_sv = 'generic-sv'
tdnn_sv = 'tdnn-sv'
ecapa_tdnn_sv = 'ecapa-tdnn-sv'
campplus_sv = 'cam++-sv'
eres2net_sv = 'eres2net-sv'
eres2netv2_sv = 'eres2netv2-sv'
resnet_sv = 'resnet-sv'
res2net_sv = 'res2net-sv'
eres2net_aug_sv = 'eres2net-aug-sv'
scl_sd = 'scl-sd'
scl_sd_xvector = 'scl-sd-xvector'
campplus_lre = 'cam++-lre'
eres2net_lre = 'eres2net-lre'
cluster_backend = 'cluster-backend'
rdino_tdnn_sv = 'rdino_ecapa-tdnn-sv'
sdpn_sv = 'sdpn_ecapa-sv'
generic_lm = 'generic-lm'
audio_quantization = 'audio-quantization'
laura_codec = 'laura-codec'
funasr = 'funasr'
hifissr = 'hifissr'
unetvc_16k = 'unetvc_16k'
# multi-modal models
ofa = 'ofa'
clip = 'clip-multi-modal-embedding'
gemm = 'gemm-generative-multi-modal'
rleg = 'rleg-generative-multi-modal'
mplug = 'mplug'
diffusion = 'diffusion-text-to-image-synthesis'
multi_stage_diffusion = 'multi-stage-diffusion-text-to-image-synthesis'
video_synthesis = 'latent-text-to-video-synthesis'
team = 'team-multi-modal-similarity'
video_clip = 'video-clip-multi-modal-embedding'
prost = 'prost-clip-text-video-retrieval'
mgeo = 'mgeo'
vldoc = 'vldoc'
hitea = 'hitea'
soonet = 'soonet'
efficient_diffusion_tuning = 'efficient-diffusion-tuning'
cones2_inference = 'cones2-inference'
mplug_owl = 'mplug-owl'
clip_interrogator = 'clip-interrogator'
stable_diffusion = 'stable-diffusion'
stable_diffusion_xl = 'stable-diffusion-xl'
videocomposer = 'videocomposer'
text_to_360panorama_image = 'text-to-360panorama-image'
image_to_video_model = 'image-to-video-model'
video_to_video_model = 'video-to-video-model'
# science models
unifold = 'unifold'
unifold_symmetry = 'unifold-symmetry'
class TaskModels(object):
# nlp task
text_classification = 'text-classification'
token_classification = 'token-classification'
information_extraction = 'information-extraction'
fill_mask = 'fill-mask'
feature_extraction = 'feature-extraction'
text_generation = 'text-generation'
text_ranking = 'text-ranking'
machine_reading_comprehension = 'machine-reading-comprehension'
class Heads(object):
# nlp heads
# text cls
text_classification = 'text-classification'
# fill mask
fill_mask = 'fill-mask'
bert_mlm = 'bert-mlm'
roberta_mlm = 'roberta-mlm'
xlm_roberta_mlm = 'xlm-roberta-mlm'
# token cls
token_classification = 'token-classification'
# extraction
information_extraction = 'information-extraction'
# text gen
text_generation = 'text-generation'
# text ranking
text_ranking = 'text-ranking'
# crf
lstm_crf = 'lstm-crf'
transformer_crf = 'transformer-crf'
class Pipelines(object):
""" Names for different pipelines.
Holds the standard pipeline name to use for identifying different pipeline.
This should be used to register pipelines.
For pipeline which support different models and implements the common function, we
should use task name for this pipeline.
For pipeline which support only one model, we should use ${Model}-${Task} as its name.
"""
pipeline_template = 'pipeline-template'
# vision tasks
portrait_matting = 'unet-image-matting'
universal_matting = 'unet-universal-matting'
image_denoise = 'nafnet-image-denoise'
image_deblur = 'nafnet-image-deblur'
image_editing = 'masactrl-image-editing'
freeu_stable_diffusion_text2image = 'freeu-stable-diffusion-text2image'
person_image_cartoon = 'unet-person-image-cartoon'
ocr_detection = 'resnet18-ocr-detection'
table_recognition = 'dla34-table-recognition'
lineless_table_recognition = 'lore-lineless-table-recognition'
license_plate_detection = 'resnet18-license-plate-detection'
card_detection_correction = 'resnet18-card-detection-correction'
action_recognition = 'TAdaConv_action-recognition'
animal_recognition = 'resnet101-animal-recognition'
general_recognition = 'resnet101-general-recognition'
cmdssl_video_embedding = 'cmdssl-r2p1d_video_embedding'
hicossl_video_embedding = 'hicossl-s3dg-video_embedding'
body_2d_keypoints = 'hrnetv2w32_body-2d-keypoints_image'
body_3d_keypoints = 'canonical_body-3d-keypoints_video'
hand_2d_keypoints = 'hrnetv2w18_hand-2d-keypoints_image'
human_detection = 'resnet18-human-detection'
tbs_detection = 'tbs-detection'
object_detection = 'vit-object-detection'
abnormal_object_detection = 'abnormal-object-detection'
face_2d_keypoints = 'mobilenet_face-2d-keypoints_alignment'
salient_detection = 'u2net-salient-detection'
salient_boudary_detection = 'res2net-salient-detection'
camouflaged_detection = 'res2net-camouflaged-detection'
image_demoire = 'uhdm-image-demoireing'
image_classification = 'image-classification'
face_detection = 'resnet-face-detection-scrfd10gkps'
face_liveness_ir = 'manual-face-liveness-flir'
face_liveness_rgb = 'manual-face-liveness-flir'
face_liveness_xc = 'manual-face-liveness-flxc'
card_detection = 'resnet-card-detection-scrfd34gkps'
ulfd_face_detection = 'manual-face-detection-ulfd'
tinymog_face_detection = 'manual-face-detection-tinymog'
facial_expression_recognition = 'vgg19-facial-expression-recognition-fer'
facial_landmark_confidence = 'manual-facial-landmark-confidence-flcm'
facial_68ldk_detection = 'facial-68ldk-detection'
face_attribute_recognition = 'resnet34-face-attribute-recognition-fairface'
retina_face_detection = 'resnet50-face-detection-retinaface'
mog_face_detection = 'resnet101-face-detection-cvpr22papermogface'
mtcnn_face_detection = 'manual-face-detection-mtcnn'
live_category = 'live-category'
general_image_classification = 'vit-base_image-classification_ImageNet-labels'
daily_image_classification = 'vit-base_image-classification_Dailylife-labels'
nextvit_small_daily_image_classification = 'nextvit-small_image-classification_Dailylife-labels'
convnext_base_image_classification_garbage = 'convnext-base_image-classification_garbage'
bnext_small_image_classification = 'bnext-small_image-classification_ImageNet-labels'
yolopv2_image_driving_percetion_bdd100k = 'yolopv2_image-driving-percetion_bdd100k'
common_image_classification = 'common-image-classification'
image_color_enhance = 'csrnet-image-color-enhance'
adaint_image_color_enhance = 'adaint-image-color-enhance'
deeplpf_image_color_enhance = 'deeplpf-image-color-enhance'
virtual_try_on = 'virtual-try-on'
image_colorization = 'unet-image-colorization'
image_style_transfer = 'AAMS-style-transfer'
image_super_resolution = 'rrdb-image-super-resolution'
image_super_resolution_pasd = 'image-super-resolution-pasd'
image_debanding = 'rrdb-image-debanding'
face_image_generation = 'gan-face-image-generation'
product_retrieval_embedding = 'resnet50-product-retrieval-embedding'
realtime_video_object_detection = 'cspnet_realtime-video-object-detection_streamyolo'
face_recognition = 'ir101-face-recognition-cfglint'
face_recognition_ood = 'ir-face-recognition-ood-rts'
face_quality_assessment = 'manual-face-quality-assessment-fqa'
face_recognition_ood = 'ir-face-recognition-rts'
face_recognition_onnx_ir = 'manual-face-recognition-frir'
face_recognition_onnx_fm = 'manual-face-recognition-frfm'
arc_face_recognition = 'ir50-face-recognition-arcface'
mask_face_recognition = 'resnet-face-recognition-facemask'
content_check = 'resnet50-image-classification-cc'
image_instance_segmentation = 'cascade-mask-rcnn-swin-image-instance-segmentation'
maskdino_instance_segmentation = 'maskdino-swin-image-instance-segmentation'
image2image_translation = 'image-to-image-translation'
live_category = 'live-category'
video_category = 'video-category'
ocr_recognition = 'convnextTiny-ocr-recognition'
image_portrait_enhancement = 'gpen-image-portrait-enhancement'
image_to_image_generation = 'image-to-image-generation'
image_object_detection_auto = 'yolox_image-object-detection-auto'
hand_detection = 'yolox-pai_hand-detection'
skin_retouching = 'unet-skin-retouching'
face_reconstruction = 'resnet50-face-reconstruction'
head_reconstruction = 'HRN-head-reconstruction'
text_to_head = 'HRN-text-to-head'
tinynas_classification = 'tinynas-classification'
easyrobust_classification = 'easyrobust-classification'
tinynas_detection = 'tinynas-detection'
crowd_counting = 'hrnet-crowd-counting'
action_detection = 'ResNetC3D-action-detection'
video_single_object_tracking = 'ostrack-vitb-video-single-object-tracking'
video_single_object_tracking_procontext = 'procontext-vitb-video-single-object-tracking'
video_multi_object_tracking = 'video-multi-object-tracking'
image_panoptic_segmentation = 'image-panoptic-segmentation'
video_summarization = 'googlenet_pgl_video_summarization'
language_guided_video_summarization = 'clip-it-video-summarization'
image_semantic_segmentation = 'image-semantic-segmentation'
image_depth_estimation = 'image-depth-estimation'
image_normal_estimation = 'image-normal-estimation'
indoor_layout_estimation = 'indoor-layout-estimation'
image_local_feature_matching = 'image-local-feature-matching'
video_depth_estimation = 'video-depth-estimation'
panorama_depth_estimation = 'panorama-depth-estimation'
panorama_depth_estimation_s2net = 'panorama-depth-estimation-s2net'
dense_optical_flow_estimation = 'dense-optical-flow-estimation'
image_reid_person = 'passvitb-image-reid-person'
image_inpainting = 'fft-inpainting'
image_paintbyexample = 'stablediffusion-paintbyexample'
image_inpainting_sdv2 = 'image-inpainting-sdv2'
text_driven_segmentation = 'text-driven-segmentation'
movie_scene_segmentation = 'resnet50-bert-movie-scene-segmentation'
shop_segmentation = 'shop-segmentation'
video_inpainting = 'video-inpainting'
human_wholebody_keypoint = 'hrnetw48_human-wholebody-keypoint_image'
pst_action_recognition = 'patchshift-action-recognition'
hand_static = 'hand-static'
face_human_hand_detection = 'face-human-hand-detection'
face_emotion = 'face-emotion'
product_segmentation = 'product-segmentation'
image_body_reshaping = 'flow-based-body-reshaping'
referring_video_object_segmentation = 'referring-video-object-segmentation'
image_skychange = 'image-skychange'
video_human_matting = 'video-human-matting'
human_reconstruction = 'human-reconstruction'
text_texture_generation = 'text-texture-generation'
vision_middleware_multi_task = 'vision-middleware-multi-task'
vidt = 'vidt'
video_frame_interpolation = 'video-frame-interpolation'
video_object_segmentation = 'video-object-segmentation'
video_deinterlace = 'video-deinterlace'
image_matching = 'image-matching'
image_matching_fast = 'image-matching-fast'
video_stabilization = 'video-stabilization'
video_super_resolution = 'realbasicvsr-video-super-resolution'
pointcloud_sceneflow_estimation = 'pointcloud-sceneflow-estimation'
image_multi_view_depth_estimation = 'image-multi-view-depth-estimation'
video_panoptic_segmentation = 'video-panoptic-segmentation'
video_instance_segmentation = 'video-instance-segmentation'
vop_retrieval = 'vop-video-text-retrieval'
vop_retrieval_se = 'vop-video-text-retrieval-se'
ddcolor_image_colorization = 'ddcolor-image-colorization'
image_structured_model_probing = 'image-structured-model-probing'
image_fewshot_detection = 'image-fewshot-detection'
image_face_fusion = 'image-face-fusion'
open_vocabulary_detection_vild = 'open-vocabulary-detection-vild'
ddpm_image_semantic_segmentation = 'ddpm-image-semantic-segmentation'
video_colorization = 'video-colorization'
motion_generattion = 'mdm-motion-generation'
mobile_image_super_resolution = 'mobile-image-super-resolution'
image_human_parsing = 'm2fp-image-human-parsing'
object_detection_3d_depe = 'object-detection-3d-depe'
nerf_recon_acc = 'nerf-recon-acc'
nerf_recon_4k = 'nerf-recon-4k'
nerf_recon_vq_compression = 'nerf-recon-vq-compression'
surface_recon_common = 'surface-recon-common'
bad_image_detecting = 'bad-image-detecting'
controllable_image_generation = 'controllable-image-generation'
fast_instance_segmentation = 'fast-instance-segmentation'
image_quality_assessment_mos = 'image-quality-assessment-mos'
image_quality_assessment_man = 'image-quality-assessment-man'
image_quality_assessment_degradation = 'image-quality-assessment-degradation'
vision_efficient_tuning = 'vision-efficient-tuning'
image_bts_depth_estimation = 'image-bts-depth-estimation'
image_depth_estimation_marigold = 'image-depth-estimation-marigold'
pedestrian_attribute_recognition = 'resnet50_pedestrian-attribute-recognition_image'
text_to_360panorama_image = 'text-to-360panorama-image'
image_try_on = 'image-try-on'
human_image_generation = 'human-image-generation'
human3d_render = 'human3d-render'
human3d_animation = 'human3d-animation'
image_view_transform = 'image-view-transform'
image_control_3d_portrait = 'image-control-3d-portrait'
rife_video_frame_interpolation = 'rife-video-frame-interpolation'
anydoor = 'anydoor'
image_to_3d = 'image-to-3d'
self_supervised_depth_completion = 'self-supervised-depth-completion'
human_normal_estimation = 'human-normal-estimation'
# nlp tasks
automatic_post_editing = 'automatic-post-editing'
translation_quality_estimation = 'translation-quality-estimation'
domain_classification = 'domain-classification'
sentence_similarity = 'sentence-similarity'
word_segmentation = 'word-segmentation'
multilingual_word_segmentation = 'multilingual-word-segmentation'
word_segmentation_thai = 'word-segmentation-thai'
part_of_speech = 'part-of-speech'
named_entity_recognition = 'named-entity-recognition'
named_entity_recognition_thai = 'named-entity-recognition-thai'
named_entity_recognition_viet = 'named-entity-recognition-viet'
text_generation = 'text-generation'
fid_dialogue = 'fid-dialogue'
text2text_generation = 'text2text-generation'
sentiment_analysis = 'sentiment-analysis'
sentiment_classification = 'sentiment-classification'
text_classification = 'text-classification'
fill_mask = 'fill-mask'
fill_mask_ponet = 'fill-mask-ponet'
csanmt_translation = 'csanmt-translation'
canmt_translation = 'canmt-translation'
interactive_translation = 'interactive-translation'
nli = 'nli'
dialog_intent_prediction = 'dialog-intent-prediction'
dialog_modeling = 'dialog-modeling'
dialog_state_tracking = 'dialog-state-tracking'
zero_shot_classification = 'zero-shot-classification'
text_error_correction = 'text-error-correction'
word_alignment = 'word-alignment'
plug_generation = 'plug-generation'
gpt3_generation = 'gpt3-generation'
polylm_text_generation = 'polylm-text-generation'
gpt_moe_generation = 'gpt-moe-generation'
faq_question_answering = 'faq-question-answering'
conversational_text_to_sql = 'conversational-text-to-sql'
table_question_answering_pipeline = 'table-question-answering-pipeline'
sentence_embedding = 'sentence-embedding'
text_ranking = 'text-ranking'
mgeo_ranking = 'mgeo-ranking'
relation_extraction = 'relation-extraction'
document_segmentation = 'document-segmentation'
extractive_summarization = 'extractive-summarization'
feature_extraction = 'feature-extraction'
mglm_text_summarization = 'mglm-text-summarization'
codegeex_code_translation = 'codegeex-code-translation'
codegeex_code_generation = 'codegeex-code-generation'
glm130b_text_generation = 'glm130b-text-generation'
translation_en_to_de = 'translation_en_to_de' # keep it underscore
translation_en_to_ro = 'translation_en_to_ro' # keep it underscore
translation_en_to_fr = 'translation_en_to_fr' # keep it underscore
token_classification = 'token-classification'
translation_evaluation = 'translation-evaluation'
user_satisfaction_estimation = 'user-satisfaction-estimation'
siamese_uie = 'siamese-uie'
document_grounded_dialog_retrieval = 'document-grounded-dialog-retrieval'
document_grounded_dialog_rerank = 'document-grounded-dialog-rerank'
document_grounded_dialog_generate = 'document-grounded-dialog-generate'
language_identification = 'language_identification'
machine_reading_comprehension_for_ner = 'machine-reading-comprehension-for-ner'
llm = 'llm'
# audio tasks
sambert_hifigan_tts = 'sambert-hifigan-tts'
speech_dfsmn_aec_psm_16k = 'speech-dfsmn-aec-psm-16k'
speech_frcrn_ans_cirm_16k = 'speech_frcrn_ans_cirm_16k'
speech_zipenhancer_ans_multiloss_16k_base = 'speech_zipenhancer_ans_multiloss_16k_base'
speech_dfsmn_ans_psm_48k_causal = 'speech_dfsmn_ans_psm_48k_causal'
speech_dfsmn_kws_char_farfield = 'speech_dfsmn_kws_char_farfield'
speech_separation = 'speech-separation'
kws_kwsbp = 'kws-kwsbp'
asr_wenet_inference = 'asr-wenet-inference'
itn_inference = 'itn-inference'
speaker_diarization_inference = 'speaker-diarization-inference'
vad_inference = 'vad-inference'
funasr_speech_separation = 'funasr-speech-separation'
speaker_verification = 'speaker-verification'
speaker_verification_tdnn = 'speaker-verification-tdnn'
speaker_verification_rdino = 'speaker-verification-rdino'
speaker_verification_sdpn = 'speaker-verification-sdpn'
speaker_verification_eres2net = 'speaker-verification-eres2net'
speaker_verification_eres2netv2 = 'speaker-verification-eres2netv2'
speaker_verification_resnet = 'speaker-verification-resnet'
speaker_verification_res2net = 'speaker-verification-res2net'
speech_language_recognition = 'speech-language-recognition'
speech_language_recognition_eres2net = 'speech-language-recognition-eres2net'
speaker_change_locating = 'speaker-change-locating'
speaker_diarization_dialogue_detection = 'speaker-diarization-dialogue-detection'
speaker_diarization_semantic_speaker_turn_detection = 'speaker-diarization-semantic-speaker-turn-detection'
segmentation_clustering = 'segmentation-clustering'
lm_inference = 'language-score-prediction'
speech_timestamp_inference = 'speech-timestamp-inference'
audio_quantization = 'audio-quantization'
audio_quantization_inference = 'audio-quantization-inference'
laura_codec_tts_inference = 'laura-codec-tts-inference'
speech_super_resolution_inference = 'speech-super-resolution-inference'
voice_conversion = 'voice-conversion'
# multi-modal tasks
image_captioning = 'image-captioning'
multi_modal_embedding = 'multi-modal-embedding'
generative_multi_modal_embedding = 'generative-multi-modal-embedding'
visual_question_answering = 'visual-question-answering'
visual_grounding = 'visual-grounding'
visual_entailment = 'visual-entailment'
multi_modal_similarity = 'multi-modal-similarity'
text_to_image_synthesis = 'text-to-image-synthesis'
video_multi_modal_embedding = 'video-multi-modal-embedding'
prost_text_video_retrieval = 'prost-text-video-retrieval'
videocomposer = 'videocomposer'
image_text_retrieval = 'image-text-retrieval'
ofa_ocr_recognition = 'ofa-ocr-recognition'
ofa_asr = 'ofa-asr'
ofa_sudoku = 'ofa-sudoku'
ofa_text2sql = 'ofa-text2sql'
video_captioning = 'video-captioning'
video_question_answering = 'video-question-answering'
diffusers_stable_diffusion = 'diffusers-stable-diffusion'
disco_guided_diffusion = 'disco_guided_diffusion'
document_vl_embedding = 'document-vl-embedding'
chinese_stable_diffusion = 'chinese-stable-diffusion'
cones2_inference = 'cones2-inference'
text_to_video_synthesis = 'latent-text-to-video-synthesis' # latent-text-to-video-synthesis
gridvlp_multi_modal_classification = 'gridvlp-multi-modal-classification'
gridvlp_multi_modal_embedding = 'gridvlp-multi-modal-embedding'
soonet_video_temporal_grounding = 'soonet-video-temporal-grounding'
efficient_diffusion_tuning = 'efficient-diffusion-tuning'
multimodal_dialogue = 'multimodal-dialogue'
llama2_text_generation_pipeline = 'llama2-text-generation-pipeline'
llama2_text_generation_chat_pipeline = 'llama2-text-generation-chat-pipeline'
image_to_video_task_pipeline = 'image-to-video-task-pipeline'
video_to_video_pipeline = 'video-to-video-pipeline'
# science tasks
protein_structure = 'unifold-protein-structure'
# funasr task
funasr_pipeline = 'funasr-pipeline'
DEFAULT_MODEL_FOR_PIPELINE = {
# TaskName: (pipeline_module_name, model_repo)
Tasks.sentence_embedding:
(Pipelines.sentence_embedding,
'damo/nlp_corom_sentence-embedding_english-base'),
Tasks.text_ranking: (Pipelines.mgeo_ranking,
'damo/mgeo_address_ranking_chinese_base'),
Tasks.text_ranking: (Pipelines.text_ranking,
'damo/nlp_corom_passage-ranking_english-base'),
Tasks.word_segmentation:
(Pipelines.word_segmentation,
'damo/nlp_structbert_word-segmentation_chinese-base'),
Tasks.part_of_speech: (Pipelines.part_of_speech,
'damo/nlp_structbert_part-of-speech_chinese-base'),
Tasks.token_classification:
(Pipelines.part_of_speech,
'damo/nlp_structbert_part-of-speech_chinese-base'),
Tasks.named_entity_recognition:
(Pipelines.named_entity_recognition,
'damo/nlp_raner_named-entity-recognition_chinese-base-news'),
Tasks.relation_extraction:
(Pipelines.relation_extraction,
'damo/nlp_bert_relation-extraction_chinese-base'),
Tasks.information_extraction:
(Pipelines.relation_extraction,
'damo/nlp_bert_relation-extraction_chinese-base'),
Tasks.sentence_similarity:
(Pipelines.sentence_similarity,
'damo/nlp_structbert_sentence-similarity_chinese-base'),
Tasks.competency_aware_translation:
(Pipelines.canmt_translation, 'damo/nlp_canmt_translation_zh2en_large'),
Tasks.translation: (Pipelines.csanmt_translation,
'damo/nlp_csanmt_translation_zh2en'),
Tasks.nli: (Pipelines.nli, 'damo/nlp_structbert_nli_chinese-base'),
Tasks.sentiment_classification:
(Pipelines.sentiment_classification,
'damo/nlp_structbert_sentiment-classification_chinese-base'
), # TODO: revise back after passing the pr
Tasks.portrait_matting: (Pipelines.portrait_matting,
'damo/cv_unet_image-matting'),
Tasks.universal_matting: (Pipelines.universal_matting,
'damo/cv_unet_universal-matting'),
Tasks.human_detection: (Pipelines.human_detection,
'damo/cv_resnet18_human-detection'),
Tasks.image_object_detection: (Pipelines.object_detection,
'damo/cv_vit_object-detection_coco'),
Tasks.image_denoising: (Pipelines.image_denoise,
'damo/cv_nafnet_image-denoise_sidd'),
Tasks.image_deblurring: (Pipelines.image_deblur,
'damo/cv_nafnet_image-deblur_gopro'),
Tasks.image_editing: (Pipelines.image_editing,
'damo/cv_masactrl_image-editing'),
Tasks.video_stabilization: (Pipelines.video_stabilization,
'damo/cv_dut-raft_video-stabilization_base'),
Tasks.video_super_resolution:
(Pipelines.video_super_resolution,
'damo/cv_realbasicvsr_video-super-resolution_videolq'),
Tasks.text_classification:
(Pipelines.sentiment_classification,
'damo/nlp_structbert_sentiment-classification_chinese-base'),
Tasks.text_generation: (Pipelines.text_generation,
'damo/nlp_palm2.0_text-generation_chinese-base'),
Tasks.zero_shot_classification:
(Pipelines.zero_shot_classification,
'damo/nlp_structbert_zero-shot-classification_chinese-base'),
Tasks.task_oriented_conversation: (Pipelines.dialog_modeling,
'damo/nlp_space_dialog-modeling'),
Tasks.dialog_state_tracking: (Pipelines.dialog_state_tracking,
'damo/nlp_space_dialog-state-tracking'),
Tasks.table_question_answering:
(Pipelines.table_question_answering_pipeline,
'damo/nlp-convai-text2sql-pretrain-cn'),
Tasks.document_grounded_dialog_generate:
(Pipelines.document_grounded_dialog_generate,
'DAMO_ConvAI/nlp_convai_generation_pretrain'),
Tasks.document_grounded_dialog_rerank:
(Pipelines.document_grounded_dialog_rerank,
'damo/nlp_convai_rerank_pretrain'),
Tasks.document_grounded_dialog_retrieval:
(Pipelines.document_grounded_dialog_retrieval,
'DAMO_ConvAI/nlp_convai_retrieval_pretrain'),
Tasks.text_error_correction:
(Pipelines.text_error_correction,
'damo/nlp_bart_text-error-correction_chinese'),
Tasks.image_captioning: (Pipelines.image_captioning,
'damo/ofa_image-caption_coco_large_en'),
Tasks.video_captioning:
(Pipelines.video_captioning,
'damo/multi-modal_hitea_video-captioning_base_en'),
Tasks.image_portrait_stylization:
(Pipelines.person_image_cartoon,
'damo/cv_unet_person-image-cartoon_compound-models'),
Tasks.ocr_detection: (Pipelines.ocr_detection,
'damo/cv_resnet18_ocr-detection-line-level_damo'),
Tasks.table_recognition:
(Pipelines.table_recognition,
'damo/cv_dla34_table-structure-recognition_cycle-centernet'),
Tasks.lineless_table_recognition:
(Pipelines.lineless_table_recognition,
'damo/cv_resnet-transformer_table-structure-recognition_lore'),
Tasks.document_vl_embedding:
(Pipelines.document_vl_embedding,
'damo/multi-modal_convnext-roberta-base_vldoc-embedding'),
Tasks.license_plate_detection:
(Pipelines.license_plate_detection,
'damo/cv_resnet18_license-plate-detection_damo'),
Tasks.card_detection_correction: (Pipelines.card_detection_correction,
'damo/cv_resnet18_card_correction'),
Tasks.fill_mask: (Pipelines.fill_mask, 'damo/nlp_veco_fill-mask-large'),
Tasks.feature_extraction: (Pipelines.feature_extraction,
'damo/pert_feature-extraction_base-test'),
Tasks.action_recognition: (Pipelines.action_recognition,
'damo/cv_TAdaConv_action-recognition'),
Tasks.action_detection: (Pipelines.action_detection,
'damo/cv_ResNetC3D_action-detection_detection2d'),
Tasks.live_category: (Pipelines.live_category,
'damo/cv_resnet50_live-category'),
Tasks.video_category: (Pipelines.video_category,
'damo/cv_resnet50_video-category'),
Tasks.multi_modal_embedding: (Pipelines.multi_modal_embedding,
'damo/multi-modal_clip-vit-base-patch16_zh'),
Tasks.generative_multi_modal_embedding:
(Pipelines.generative_multi_modal_embedding,
'damo/multi-modal_gemm-vit-large-patch14_generative-multi-modal-embedding'
),
Tasks.multi_modal_similarity:
(Pipelines.multi_modal_similarity,
'damo/multi-modal_team-vit-large-patch14_multi-modal-similarity'),
Tasks.visual_question_answering:
(Pipelines.visual_question_answering,
'damo/mplug_visual-question-answering_coco_large_en'),
Tasks.video_question_answering:
(Pipelines.video_question_answering,
'damo/multi-modal_hitea_video-question-answering_base_en'),
Tasks.video_embedding: (Pipelines.cmdssl_video_embedding,
'damo/cv_r2p1d_video_embedding'),
Tasks.text_to_image_synthesis:
(Pipelines.text_to_image_synthesis,
'damo/cv_diffusion_text-to-image-synthesis_tiny'),
Tasks.text_to_video_synthesis: (Pipelines.text_to_video_synthesis,
'damo/text-to-video-synthesis'),
Tasks.body_2d_keypoints: (Pipelines.body_2d_keypoints,
'damo/cv_hrnetv2w32_body-2d-keypoints_image'),
Tasks.body_3d_keypoints: (Pipelines.body_3d_keypoints,
'damo/cv_canonical_body-3d-keypoints_video'),
Tasks.hand_2d_keypoints:
(Pipelines.hand_2d_keypoints,
'damo/cv_hrnetw18_hand-pose-keypoints_coco-wholebody'),
Tasks.card_detection: (Pipelines.card_detection,
'damo/cv_resnet_carddetection_scrfd34gkps'),
Tasks.content_check: (Pipelines.content_check,
'damo/cv_resnet50_content-check_cc'),
Tasks.face_detection:
(Pipelines.mog_face_detection,
'damo/cv_resnet101_face-detection_cvpr22papermogface'),
Tasks.face_liveness: (Pipelines.face_liveness_ir,
'damo/cv_manual_face-liveness_flir'),
Tasks.face_recognition: (Pipelines.face_recognition,
'damo/cv_ir101_facerecognition_cfglint'),
Tasks.facial_expression_recognition:
(Pipelines.facial_expression_recognition,
'damo/cv_vgg19_facial-expression-recognition_fer'),
Tasks.face_attribute_recognition:
(Pipelines.face_attribute_recognition,
'damo/cv_resnet34_face-attribute-recognition_fairface'),
Tasks.face_2d_keypoints: (Pipelines.face_2d_keypoints,
'damo/cv_mobilenet_face-2d-keypoints_alignment'),
Tasks.face_quality_assessment:
(Pipelines.face_quality_assessment,
'damo/cv_manual_face-quality-assessment_fqa'),
Tasks.video_multi_modal_embedding:
(Pipelines.video_multi_modal_embedding,
'damo/multi_modal_clip_vtretrival_msrvtt_53'),
Tasks.text_video_retrieval: (Pipelines.prost_text_video_retrieval,
'damo/multi_modal_clip_vtretrieval_prost'),
Tasks.image_color_enhancement:
(Pipelines.image_color_enhance,
'damo/cv_csrnet_image-color-enhance-models'),
Tasks.virtual_try_on: (Pipelines.virtual_try_on,
'damo/cv_daflow_virtual-try-on_base'),
Tasks.image_colorization: (Pipelines.ddcolor_image_colorization,
'damo/cv_ddcolor_image-colorization'),
Tasks.video_colorization: (Pipelines.video_colorization,
'damo/cv_unet_video-colorization'),
Tasks.image_segmentation:
(Pipelines.image_instance_segmentation,
'damo/cv_swin-b_image-instance-segmentation_coco'),
Tasks.image_driving_perception:
(Pipelines.yolopv2_image_driving_percetion_bdd100k,
'damo/cv_yolopv2_image-driving-perception_bdd100k'),
Tasks.image_depth_estimation:
(Pipelines.image_depth_estimation,
'damo/cv_newcrfs_image-depth-estimation_indoor'),
Tasks.image_normal_estimation:
(Pipelines.image_normal_estimation,
'Damo_XR_Lab/cv_omnidata_image-normal-estimation_normal'),
Tasks.human_normal_estimation:
(Pipelines.human_normal_estimation,
'Damo_XR_Lab/cv_human_monocular-normal-estimation'),
Tasks.indoor_layout_estimation:
(Pipelines.indoor_layout_estimation,
'damo/cv_panovit_indoor-layout-estimation'),
Tasks.video_depth_estimation:
(Pipelines.video_depth_estimation,
'damo/cv_dro-resnet18_video-depth-estimation_indoor'),
Tasks.panorama_depth_estimation:
(Pipelines.panorama_depth_estimation,
'damo/cv_unifuse_panorama-depth-estimation'),
Tasks.dense_optical_flow_estimation:
(Pipelines.dense_optical_flow_estimation,
'Damo_XR_Lab/cv_raft_dense-optical-flow_things'),
Tasks.image_local_feature_matching:
(Pipelines.image_local_feature_matching,
'Damo_XR_Lab/cv_resnet-transformer_local-feature-matching_outdoor-data'),
Tasks.image_style_transfer: (Pipelines.image_style_transfer,
'damo/cv_aams_style-transfer_damo'),
Tasks.face_image_generation: (Pipelines.face_image_generation,
'damo/cv_gan_face-image-generation'),
Tasks.image_super_resolution: (Pipelines.image_super_resolution,
'damo/cv_rrdb_image-super-resolution'),
Tasks.image_debanding: (Pipelines.image_debanding,
'damo/cv_rrdb_image-debanding'),
Tasks.image_portrait_enhancement:
(Pipelines.image_portrait_enhancement,
'damo/cv_gpen_image-portrait-enhancement'),
Tasks.product_retrieval_embedding:
(Pipelines.product_retrieval_embedding,
'damo/cv_resnet50_product-bag-embedding-models'),
Tasks.image_to_image_generation:
(Pipelines.image_to_image_generation,
'damo/cv_latent_diffusion_image2image_generate'),
Tasks.image_classification: (
Pipelines.daily_image_classification,
'damo/cv_vit-base_image-classification_Dailylife-labels'),
Tasks.image_object_detection: (
Pipelines.image_object_detection_auto,
'damo/cv_yolox_image-object-detection-auto'),
Task
C069
s.ocr_recognition: (
Pipelines.ocr_recognition,
'damo/cv_convnextTiny_ocr-recognition-general_damo'),
Tasks.skin_retouching: (Pipelines.skin_retouching,
'damo/cv_unet_skin-retouching'),
Tasks.faq_question_answering: (
Pipelines.faq_question_answering,
'damo/nlp_structbert_faq-question-answering_chinese-base'),
Tasks.crowd_counting: (Pipelines.crowd_counting,
'damo/cv_hrnet_crowd-counting_dcanet'),
Tasks.video_single_object_tracking: (
Pipelines.video_single_object_tracking,
'damo/cv_vitb_video-single-object-tracking_ostrack'),
Tasks.image_reid_person: (Pipelines.image_reid_person,
'damo/cv_passvitb_image-reid-person_market'),
Tasks.text_driven_segmentation: (
Pipelines.text_driven_segmentation,
'damo/cv_vitl16_segmentation_text-driven-seg'),
Tasks.movie_scene_segmentation: (
Pipelines.movie_scene_segmentation,
'damo/cv_resnet50-bert_video-scene-segmentation_movienet'),
Tasks.shop_segmentation: (Pipelines.shop_segmentation,
'damo/cv_vitb16_segmentation_shop-seg'),
Tasks.image_inpainting: (Pipelines.image_inpainting,
'damo/cv_fft_inpainting_lama'),
Tasks.image_paintbyexample: (Pipelines.image_paintbyexample,
'damo/cv_stable-diffusion_paint-by-example'),
Tasks.controllable_image_generation:
(Pipelines.controllable_image_generation,
'dienstag/cv_controlnet_controllable-image-generation_nine-annotators'),
Tasks.video_inpainting: (Pipelines.video_inpainting,
'damo/cv_video-inpainting'),
Tasks.video_human_matting: (Pipelines.video_human_matting,
'damo/cv_effnetv2_video-human-matting'),
Tasks.human_reconstruction: (Pipelines.human_reconstruction,
'damo/cv_hrnet_image-human-reconstruction'),
Tasks.text_texture_generation: (
Pipelines.text_texture_generation,
'damo/cv_diffuser_text-texture-generation'),
Tasks.video_frame_interpolation: (
Pipelines.video_frame_interpolation,
'damo/cv_raft_video-frame-interpolation'),
Tasks.video_deinterlace: (Pipelines.video_deinterlace,
'damo/cv_unet_video-deinterlace'),
Tasks.human_wholebody_keypoint: (
Pipelines.human_wholebody_keypoint,
'damo/cv_hrnetw48_human-wholebody-keypoint_image'),
Tasks.hand_static: (Pipelines.hand_static,
'damo/cv_mobileface_hand-static'),
Tasks.face_human_hand_detection: (
Pipelines.face_human_hand_detection,
'damo/cv_nanodet_face-human-hand-detection'),
Tasks.face_emotion: (Pipelines.face_emotion, 'damo/cv_face-emotion'),
Tasks.product_segmentation: (Pipelines.product_segmentation,
'damo/cv_F3Net_product-segmentation'),
Tasks.referring_video_object_segmentation: (
Pipelines.referring_video_object_segmentation,
'damo/cv_swin-t_referring_video-object-segmentation'),
Tasks.video_summarization: (Pipelines.video_summarization,
'damo/cv_googlenet_pgl-video-summarization'),
Tasks.image_skychange: (Pipelines.image_skychange,
'damo/cv_hrnetocr_skychange'),
Tasks.translation_evaluation: (
Pipelines.translation_evaluation,
'damo/nlp_unite_mup_translation_evaluation_multilingual_large'),
Tasks.video_object_segmentation: (
Pipelines.video_object_segmentation,
'damo/cv_rdevos_video-object-segmentation'),
Tasks.video_multi_object_tracking: (
Pipelines.video_multi_object_tracking,
'damo/cv_yolov5_video-multi-object-tracking_fairmot'),
Tasks.image_multi_view_depth_estimation: (
Pipelines.image_multi_view_depth_estimation,
'damo/cv_casmvs_multi-view-depth-estimation_general'),
Tasks.image_fewshot_detection: (
Pipelines.image_fewshot_detection,
'damo/cv_resnet101_detection_fewshot-defrcn'),
Tasks.image_body_reshaping: (Pipelines.image_body_reshaping,
'damo/cv_flow-based-body-reshaping_damo'),
Tasks.image_face_fusion: (Pipelines.image_face_fusion,
'damo/cv_unet-image-face-fusion_damo'),
Tasks.image_matching: (
Pipelines.image_matching,
'damo/cv_quadtree_attention_image-matching_outdoor'),
Tasks.image_quality_assessment_mos: (
Pipelines.image_quality_assessment_mos,
'damo/cv_resnet_image-quality-assessment-mos_youtubeUGC'),
Tasks.image_quality_assessment_degradation: (
Pipelines.image_quality_assessment_degradation,
'damo/cv_resnet50_image-quality-assessment_degradation'),
Tasks.vision_efficient_tuning: (
Pipelines.vision_efficient_tuning,
'damo/cv_vitb16_classification_vision-efficient-tuning-adapter'),
Tasks.object_detection_3d: (Pipelines.object_detection_3d_depe,
'damo/cv_object-detection-3d_depe'),
Tasks.bad_image_detecting: (Pipelines.bad_image_detecting,
'damo/cv_mobilenet-v2_bad-image-detecting'),
Tasks.nerf_recon_acc: (Pipelines.nerf_recon_acc,
'damo/cv_nerf-3d-reconstruction-accelerate_damo'),
Tasks.nerf_recon_4k: (Pipelines.nerf_recon_4k,
'damo/cv_nerf-3d-reconstruction-4k-nerf_damo'),
Tasks.nerf_recon_vq_compression: (
Pipelines.nerf_recon_vq_compression,
'damo/cv_nerf-3d-reconstruction-vq-compression_damo'),
Tasks.surface_recon_common: (Pipelines.surface_recon_common,
'damo/cv_surface-reconstruction-common'),
Tasks.siamese_uie: (Pipelines.siamese_uie,
'damo/nlp_structbert_siamese-uie_chinese-base'),
Tasks.pedestrian_attribute_recognition: (
Pipelines.pedestrian_attribute_recognition,
'damo/cv_resnet50_pedestrian-attribute-recognition_image'),
Tasks.text_to_360panorama_image: (
Pipelines.text_to_360panorama_image,
'damo/cv_diffusion_text-to-360panorama-image_generation'),
Tasks.image_try_on: (Pipelines.image_try_on,
'damo/cv_SAL-VTON_virtual-try-on'),
Tasks.human_image_generation: (Pipelines.human_image_generation,
'damo/cv_FreqHPT_human-image-generation'),
Tasks.human3d_render: (Pipelines.human3d_render,
'damo/cv_3d-human-synthesis-library'),
Tasks.human3d_animation: (Pipelines.human3d_animation,
'damo/cv_3d-human-animation'),
Tasks.image_view_transform: (Pipelines.image_view_transform,
'damo/cv_image-view-transform'),
Tasks.image_control_3d_portrait: (
Pipelines.image_control_3d_portrait,
'damo/cv_vit_image-control-3d-portrait-synthesis'),
Tasks.self_supervised_depth_completion: (
Pipelines.self_supervised_depth_completion,
'damo/self-supervised-depth-completion')
}
class CVTrainers(object):