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@ -79,7 +79,7 @@ It uses the pre-trained model specified by model name to generate an image embed |
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**Parameters:** |
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***data:*** *towhee._types.Image* |
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***data:*** *towhee.types.Image* |
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The decoded image data in towhee Image (a subset of numpy.ndarray). |
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@ -87,3 +87,39 @@ The decoded image data in towhee Image (a subset of numpy.ndarray). |
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**Returns:** *numpy.ndarray* |
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An image embedding generated by model, in shape of (feature_dim,). |
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<br /> |
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## Towhee Serve |
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Models which is supported the towhee.serve. |
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**Model List** |
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models | models | models | models |
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--------- | ---------- | ------------ | ----------- |
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adv_inception_v3 | bat_resnext26ts | beit_base_patch16_224 | beit_base_patch16_224_in22k |
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beit_base_patch16_384 | beit_large_patch16_224 | beit_large_patch16_224_in22k | beit_large_patch16_384 |
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beit_large_patch16_512 | botnet26t_256 | cait_m36_384 | cait_m48_448 |
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cait_s24_224 | cait_s24_384 | cait_s36_384 | cait_xs24_384 |
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cait_xxs24_224 | cait_xxs24_384 | cait_xxs36_224 | cait_xxs36_384 |
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coat_lite_mini | coat_lite_small | coat_lite_tiny | convit_base |
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convit_small | convit_tiny | convmixer_768_32 | convmixer_1024_20_ks9_p14 |
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convmixer_1536_20 | convnext_base | convnext_base_384_in22ft1k | convnext_base_in22ft1k |
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convnext_base_in22k | convnext_large | convnext_large_384_in22ft1k | convnext_large_in22ft1k |
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convnext_large_in22k | convnext_small | convnext_small_384_in22ft1k | convnext_small_in22ft1k |
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convnext_small_in22k | convnext_tiny | convnext_tiny_384_in22ft1k | convnext_tiny_hnf |
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convnext_tiny_in22ft1k | convnext_tiny_in22k | convnext_xlarge_384_in22ft1k | convnext_xlarge_in22ft1k |
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convnext_xlarge_in22k | cs3darknet_focus_l | cs3darknet_focus_m | cs3darknet_l |
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cs3darknet_m | cspdarknet53 | cspresnet50 | cspresnext50 |
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darknet53 | deit3_base_patch16_224 | deit3_base_patch16_224_in21ft1k | deit3_base_patch16_384 |
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deit3_base_patch16_384_in21ft1k | deit3_huge_patch14_224 | deit3_huge_patch14_224_in21ft1k | deit3_large_patch16_224 |
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deit3_large_patch16_224_in21ft1k | deit3_large_patch16_384 | deit3_large_patch16_384_in21ft1k | deit3_small_patch16_224 |
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deit3_small_patch16_224_in21ft1k | deit3_small_patch16_384 | deit3_small_patch16_384_in21ft1k | deit_base_distilled_patch16_224 |
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deit_base_distilled_patch16_384 | deit_base_patch16_224 | deit_base_patch16_384 | deit_small_distilled_patch16_224 |
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deit_small_patch16_224 | deit_tiny_distilled_patch16_224 | deit_tiny_patch16_224 | densenet121 |
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densenet161 | densenet169 | densenet201 | densenetblur121d |
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dla34 | dla46_c | dla46x_c | |
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