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- README.md +26 -18
- parquet_data/test-p2-00000.parquet +2 -2
- parquet_data/test-p3-00000.parquet +2 -2
- parquet_data/train-p1-00000.parquet +2 -2
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README.md
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sequence: int64
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- name: class_descriptions
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sequence: string
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configs:
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- config_name: default
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tags:
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- counting
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- synthetic
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- computer-vision
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- open-vocabulary
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- segmentation
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pretty_name: MixCount
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task_categories:
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- image-classification
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- object-detection
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---
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# The MixCount Dataset: Bridging the Data Gap for Open-Vocabulary Object Counting
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<p align="center">
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<div class="mixcount-compare-wrap">
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| | FSC-147 | PairTally | MCAC
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|---|:---:|:---:|:---:|:---:|
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| Multiple object types per image | | ✓ | ✓ | **✓** |
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| Fine-grained text prompts | | ✓ | | **✓** |
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| External visual exemplars | | | | **✓** |
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| Segmentation & bounding boxes | | | ✓ | **✓** |
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| # images | 6,135 | 681 |
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| # object classes | 147 | 98 |
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</div>
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sequence: int64
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- name: class_descriptions
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sequence: string
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- name: objects
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struct:
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- name: bbox
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sequence:
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sequence: float64
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- name: category
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sequence: int64
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configs:
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- config_name: default
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data_files:
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- split: train
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path: parquet_data/train-*
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- split: validation
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path: parquet_data/val-*
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- split: test
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path: parquet_data/test-*
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tags:
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- counting
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- synthetic
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- computer-vision
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- open-vocabulary
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- segmentation
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pretty_name: MixCount
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task_categories:
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- image-classification
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- object-detection
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---
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# The MixCount Dataset: Bridging the Data Gap for Open-Vocabulary Object Counting
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<p align="center">
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<div class="mixcount-compare-wrap">
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| | FSC-147 | PairTally | MCAC | **MixCount** |
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|---|:---:|:---:|:---:|:---:|
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| Multiple object types per image | | ✓ | ✓ | **✓** |
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| Fine-grained text prompts | | ✓ | | **✓** |
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| External visual exemplars | | | | **✓** |
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| Segmentation & bounding boxes | | | ✓ | **✓** |
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| # images | 6,135 | 681 | 20K | **58,000** |
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| # object classes | 147 | 98 | 343 | **1,522** |
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</div>
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