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rename classes to categories - closes #14
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@dnth
dnth committed Oct 22, 2024
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53 changes: 27 additions & 26 deletions README.md
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Expand Up @@ -63,32 +63,33 @@ xinfer.list_models()
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```
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┓
┃ Implementation ┃ Model ID ┃ Input --> Output ┃
┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━┩
│ timm │ eva02_large_patch14_448.mim_m38m_ft_in22k_in1k │ image --> class │
│ timm │ eva02_large_patch14_448.mim_m38m_ft_in1k │ image --> class │
│ timm │ eva02_large_patch14_448.mim_in22k_ft_in22k_in1k │ image --> class │
│ timm │ eva02_large_patch14_448.mim_in22k_ft_in1k │ image --> class │
│ timm │ eva02_base_patch14_448.mim_in22k_ft_in22k_in1k │ image --> class │
│ timm │ eva02_base_patch14_448.mim_in22k_ft_in1k │ image --> class │
│ timm │ eva02_small_patch14_336.mim_in22k_ft_in1k │ image --> class │
│ timm │ eva02_tiny_patch14_336.mim_in22k_ft_in1k │ image --> class │
│ transformers │ Salesforce/blip2-opt-6.7b-coco │ image-text --> text │
│ transformers │ Salesforce/blip2-flan-t5-xxl │ image-text --> text │
│ transformers │ Salesforce/blip2-opt-6.7b │ image-text --> text │
│ transformers │ Salesforce/blip2-opt-2.7b │ image-text --> text │
│ transformers │ vikhyatk/moondream2 │ image-text --> text │
│ ultralytics │ yolov8x │ image --> objects │
│ ultralytics │ yolov8m │ image --> objects │
│ ultralytics │ yolov8l │ image --> objects │
│ ultralytics │ yolov8s │ image --> objects │
│ ultralytics │ yolov8n │ image --> objects │
│ ultralytics │ yolov10x │ image --> objects │
│ ultralytics │ yolov10m │ image --> objects │
│ ... │ ... │ ... │
│ ... │ ... │ ... │
└────────────────┴─────────────────────────────────────────────────┴─────────────────────┘
Available Models
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓
┃ Implementation ┃ Model ID ┃ Input --> Output ┃
┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩
│ timm │ eva02_large_patch14_448.mim_m38m_ft_in22k_in1k │ image --> categories │
│ timm │ eva02_large_patch14_448.mim_m38m_ft_in1k │ image --> categories │
│ timm │ eva02_large_patch14_448.mim_in22k_ft_in22k_in1k │ image --> categories │
│ timm │ eva02_large_patch14_448.mim_in22k_ft_in1k │ image --> categories │
│ timm │ eva02_base_patch14_448.mim_in22k_ft_in22k_in1k │ image --> categories │
│ timm │ eva02_base_patch14_448.mim_in22k_ft_in1k │ image --> categories │
│ timm │ eva02_small_patch14_336.mim_in22k_ft_in1k │ image --> categories │
│ timm │ eva02_tiny_patch14_336.mim_in22k_ft_in1k │ image --> categories │
│ transformers │ Salesforce/blip2-opt-6.7b-coco │ image-text --> text │
│ transformers │ Salesforce/blip2-flan-t5-xxl │ image-text --> text │
│ transformers │ Salesforce/blip2-opt-6.7b │ image-text --> text │
│ transformers │ Salesforce/blip2-opt-2.7b │ image-text --> text │
│ transformers │ fancyfeast/llama-joycaption-alpha-two-hf-llava │ image-text --> text │
│ transformers │ vikhyatk/moondream2 │ image-text --> text │
│ transformers │ sashakunitsyn/vlrm-blip2-opt-2.7b │ image-text --> text │
│ ultralytics │ yolov8x │ image --> boxes │
│ ultralytics │ yolov8m │ image --> boxes │
│ ultralytics │ yolov8l │ image --> boxes │
│ ultralytics │ yolov8s │ image --> boxes │
│ ultralytics │ yolov8n │ image --> boxes │
│ ... │ ... │ ... │
│ ... │ ... │ ... │
└────────────────┴─────────────────────────────────────────────────┴──────────────────────┘
```

## 🖥️ Launch Gradio Interface
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