Eric P. Nusbaum
commited on
Commit
·
0c005ad
1
Parent(s):
e0bef39
Iteration 24
Browse files- README.md +33 -35
- onnx/cvexport.manifest +3 -3
- onnx/labels.txt +6 -0
- onnx/model.onnx +2 -2
README.md
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@@ -20,22 +20,16 @@ JunkWaxHero is available in **ONNX** format to cater to different deployment nee
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## 📊 Training Details
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- **Model Version:** Iteration
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- **Domain:** General (compact) [S1]
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###
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- **Precision:**
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- **Recall:**
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- **mAP:** 98.
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The training dataset for **JunkWaxHero** was meticulously curated to ensure robustness and versatility. It includes baseball card images captured on multiple different surfaces and backgrounds, with varying zoom levels to simulate real-world conditions. All images adhere to a **3:4 aspect ratio** to align with modern cell phone portrait modes. The baseball cards in the dataset are **vertically aligned** to maintain consistency during training. Support for **horizontally aligned cards photographed in their horizontal orientation** is planned for future iterations to enhance the model's flexibility.
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## 🎯 Performance Per Set
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JunkWaxHero has been meticulously trained to recognize the following baseball card sets with exceptional accuracy:
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| Tag | Precision | Recall | Average Precision (AP) |
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| -------------------------------- | --------- | ------ | ---------------------- |
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| 1984 Topps | 100.0% | 100.0% | 100.0% |
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| 1987 Fleer | 100.0% | 95.5% | 95.5% |
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| 1987 Topps | 100.0% | 100.0% | 100.0% |
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| 1988 Donruss |
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| 1988 Fleer | 100.0% |
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| 1988 Fleer Pack | 100.0% |
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| 1988 Score | 100.0% | 100.0% | 100.0% |
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| 1988 Topps |
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| 1989 Donruss | 100.0% | 94.7% | 100.0% |
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| 1989 Fleer | 100.0% | 100.0% | 100.0% |
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| 1989 Score | 100.0% | 100.0% | 100.0% |
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| 1989 Topps | 95.0% | 90.5% |
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| 1989 Upper Deck | 100.0% | 92.3% | 100.0% |
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| 1990 Donruss | 100.0% | 100.0% | 100.0% |
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| 1990 Fleer
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| 1990
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| 1990 Leaf
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| 1990 Topps | 100.0% | 100.0% | 100.0% |
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| 1990 Upper Deck High Series Pack | 100.0% |
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| 1991 Fleer Ultra | 100.0% |
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| 1991 Leaf | 100.0% | 90.9% | 95.5% |
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| 1991 Leaf Pack | 100.0% |
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| 1991 Upper Deck | 100.0% | 89.5% | 94.7% |
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| 1991 Upper Deck Low Series Pack | 100.0% | 96.0% |
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| 1992 Fleer | 100.0% | 100.0% | 100.0% |
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| 1992 Fleer Ultra | 100.0% | 100.0% | 100.0% |
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| 1992 Fleer Pack | 100.0% |
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| 1992 O-Pee-Chee Premiere | 100.0% | 94.7% |
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| 1992 Pinnacle | 100.0% |
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| 1992 Pinnacle Pack | 100.0% | 85.7% | 100.0% |
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| 1992 Upper Deck |
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| 1992 Upper Deck High Series Pack | 100.0% | 100.0% | 100.0% |
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| 1993 Fleer Series 1 Pack | 100.0% | 100.0% | 100.0% |
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| 1993 Fleer Series 2 Pack |
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| 1993 Topps |
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| 1994 Leaf |
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| 1994 Pinnacle | 100.0% | 100.0% | 100.0% |
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| 1994 Score | 100.0% | 100.0% | 100.0% |
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| 1995 Leaf | 100.0% | 100.0% | 100.0% |
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| 1995 Select | 95.5% | 100.0% | 100.0% |
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| 1996 Pinnacle |
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*Included sets are marked with a ✅, while excluded sets (if any) would be marked with a ❌.*
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## 🚀 Getting Started
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## 📊 Training Details
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- **Model Version:** Iteration 24
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- **Domain:** General (compact) [S1]
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### Performance Metrics 📊
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- **Precision:** 98.3%
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- **Recall:** 95.6%
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- **mAP:** 98.6%
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### Performance Per Tag 🏷️
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| Tag | Precision | Recall | Average Precision (AP) |
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| -------------------------------- | --------- | ------ | ---------------------- |
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| 1984 Topps | 100.0% | 100.0% | 100.0% |
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| 1987 Fleer | 100.0% | 95.5% | 95.5% |
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| 1987 Topps | 100.0% | 100.0% | 100.0% |
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| 1988 Donruss | 91.3% | 100.0% | 100.0% |
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| 1988 Fleer | 100.0% | 76.2% | 95.2% |
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| 1988 Fleer Pack | 100.0% | 87.5% | 100.0% |
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| 1988 Score | 100.0% | 100.0% | 100.0% |
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| 1988 Topps | 96.0% | 100.0% | 100.0% |
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| 1988 Topps Pack | 100.0% | 100.0% | 100.0% |
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| 1989 Bowman | 100.0% | 94.7% | 100.0% |
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| 1989 Donruss | 100.0% | 94.7% | 100.0% |
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| 1989 Fleer | 100.0% | 100.0% | 100.0% |
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| 1989 Score | 100.0% | 100.0% | 100.0% |
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| 1989 Topps | 95.0% | 90.5% | 90.5% |
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| 1989 Topps Pack | 100.0% | 83.3% | 91.0% |
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| 1989 Upper Deck | 100.0% | 92.3% | 100.0% |
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| 1990 Donruss | 100.0% | 100.0% | 100.0% |
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| 1990 Fleer | 88.6% | 96.9% | 95.7% |
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| 1990 Fleer Pack | 100.0% | 100.0% | 100.0% |
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| 1990 Leaf | 100.0% | 100.0% | 100.0% |
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| 1990 Leaf Pack | 100.0% | 80.0% | 100.0% |
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| 1990 Topps | 100.0% | 100.0% | 100.0% |
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| 1990 Upper Deck High Series Pack | 100.0% | 91.3% | 100.0% |
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| 1991 Fleer Ultra | 100.0% | 97.5% | 100.0% |
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| 1991 Leaf | 100.0% | 90.9% | 95.5% |
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| 1991 Leaf Pack | 100.0% | 75.0% | 100.0% |
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| 1991 Topps | 92.9% | 81.3% | 97.2% |
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| 1991 Topps Pack | 100.0% | 91.7% | 100.0% |
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| 1991 Upper Deck | 100.0% | 89.5% | 94.7% |
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| 1991 Upper Deck Low Series Pack | 100.0% | 96.0% | 98.9% |
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| 1992 Fleer | 100.0% | 100.0% | 100.0% |
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| 1992 Fleer Ultra | 100.0% | 100.0% | 100.0% |
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| 1992 Fleer Pack | 100.0% | 50.0% | 91.7% |
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| 1992 O-Pee-Chee Premiere | 100.0% | 94.7% | 99.7% |
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| 1992 Pinnacle | 100.0% | 94.4% | 99.7% |
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| 1992 Pinnacle Pack | 100.0% | 85.7% | 100.0% |
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| 1992 Upper Deck | 95.5% | 87.5% | 87.5% |
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| 1992 Upper Deck High Series Pack | 100.0% | 100.0% | 100.0% |
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| 1993 Fleer | 100.0% | 95.0% | 99.8% |
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| 1993 Fleer Series 1 Pack | 100.0% | 100.0% | 100.0% |
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| 1993 Fleer Series 2 Pack | 95.0% | 100.0% | 100.0% |
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| 1993 Topps | 86.4% | 86.4% | 98.1% |
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| 1994 Leaf | 95.7% | 100.0% | 100.0% |
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| 1994 Pinnacle | 100.0% | 100.0% | 100.0% |
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| 1994 Score | 100.0% | 100.0% | 100.0% |
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| 1995 Leaf | 100.0% | 100.0% | 100.0% |
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| 1995 Select | 95.5% | 100.0% | 100.0% |
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| 1996 Pinnacle | 100.0% | 100.0% | 100.0% |
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## 🚀 Getting Started
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onnx/cvexport.manifest
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"Platform": "ONNX",
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"Flavor": null,
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"ExporterVersion": "2.0",
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"ExportedDate": "2025-01-
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"IterationId": "
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"ModelFileName": "model.onnx",
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"LabelFileName": "labels.txt",
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"MetadataPropsFileName": "metadata_properties.json",
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"ModelFileSHA1": "
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"SchemaVersion": "1.0"
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}
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"Platform": "ONNX",
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"Flavor": null,
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"ExporterVersion": "2.0",
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"ExportedDate": "2025-01-28T01:54:19.0860156Z",
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"IterationId": "ab0482f8-291a-4962-8a9c-a9b97eb83bd3",
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"ModelFileName": "model.onnx",
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"LabelFileName": "labels.txt",
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"MetadataPropsFileName": "metadata_properties.json",
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"ModelFileSHA1": "3f962b51640a15155b9f5843315f79e5d947e2b8",
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"SchemaVersion": "1.0"
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}
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onnx/labels.txt
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1988|Fleer|Pack
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1988|Score
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1988|Topps
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1989|Bowman
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1989|Donruss
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1989|Fleer
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1989|Score
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1989|Topps
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1989|Upper Deck
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1990|Donruss
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1990|Fleer|Pack
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1990|Leaf
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1990|Leaf|Pack
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1991|Fleer Ultra
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1991|Leaf
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1991|Leaf|Pack
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1991|Upper Deck
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1991|Upper Deck|Low Series|Pack
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1992|Fleer
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1992|Pinnacle|Pack
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1992|Upper Deck
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1992|Upper Deck|High Series|Pack
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1993|Fleer|Series 1|Pack
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1993|Fleer|Series 2|Pack
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1993|Topps
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1988|Fleer|Pack
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1988|Score
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1988|Topps
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1988|Topps|Pack
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1989|Bowman
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1989|Donruss
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1989|Fleer
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1989|Score
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1989|Topps
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1989|Topps|Pack
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1989|Upper Deck
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1990|Donruss
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1990|Fleer
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1990|Fleer|Pack
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1990|Leaf
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1990|Leaf|Pack
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1991|Fleer Ultra
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1991|Leaf
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1991|Leaf|Pack
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1991|Topps
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1991|Topps|Pack
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1991|Upper Deck
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1991|Upper Deck|Low Series|Pack
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1992|Fleer
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1992|Pinnacle|Pack
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1992|Upper Deck
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1992|Upper Deck|High Series|Pack
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1993|Fleer
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1993|Fleer|Series 1|Pack
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1993|Fleer|Series 2|Pack
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1993|Topps
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:6be01de1b007a7bd2343b76ea241487dd82e4f30a41c97cfbdcb7d3cb17d9a95
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size 14071164
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