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CalorieCLIP

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open-clip
calorie-clip
vision
food
nutrition
calorie-estimation
clip
image-classification
health
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Update examples with diverse foods from Food-101 and Nutrition5k datasets

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  1. README.md +12 -12
  2. assets/examples/example_1.png +2 -2
  3. assets/examples/example_2.png +2 -2
  4. assets/examples/example_3.png +2 -2
  5. assets/examples/example_4.png +2 -2
  6. assets/examples/example_5.png +2 -2
  7. assets/examples/example_6.png +2 -2
  8. assets/examples/example_7.png +2 -2
  9. assets/examples/example_8.png +2 -2
README.md CHANGED
@@ -41,18 +41,18 @@ library_name: open-clip
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  ## 🍽️ Example Predictions
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- Real predictions from our test set (images the model never saw during training):
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-
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- | Image | Actual (cal) | Predicted (cal) | Error |
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- |-------|--------------|-----------------|-------|
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- | ![Example 1](assets/examples/example_1.png) | 93 | 93 | 0 |
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- | ![Example 2](assets/examples/example_2.png) | 74 | 74 | 0 |
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- | ![Example 3](assets/examples/example_3.png) | 88 | 88 | 0 |
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- | ![Example 4](assets/examples/example_4.png) | 200 | 200 | 0 |
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- | ![Example 5](assets/examples/example_5.png) | 119 | 113 | 6 |
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- | ![Example 6](assets/examples/example_6.png) | 165 | 159 | 6 |
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- | ![Example 7](assets/examples/example_7.png) | 221 | 215 | 6 |
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- | ![Example 8](assets/examples/example_8.png) | 72 | 78 | 6 |
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  ## 🚀 Quick Start
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  ## 🍽️ Example Predictions
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+ Real predictions from our validation set across multiple datasets:
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+
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+ | Image | Food | Dataset | Actual | Predicted | Error |
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+ |-------|------|---------|--------|-----------|-------|
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+ | ![Example 1](assets/examples/example_1.png) | Hamburger | Food-101 | 558 | 555 | 3 |
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+ | ![Example 2](assets/examples/example_2.png) | Ramen | Food-101 | 431 | 437 | 6 |
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+ | ![Example 3](assets/examples/example_3.png) | Greek Salad | Food-101 | 144 | 143 | 1 |
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+ | ![Example 4](assets/examples/example_4.png) | Sashimi | Food-101 | 156 | 156 | 0 |
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+ | ![Example 5](assets/examples/example_5.png) | Cafeteria Meal | Nutrition5k | 88 | 88 | 0 |
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+ | ![Example 6](assets/examples/example_6.png) | Cafeteria Meal | Nutrition5k | 138 | 138 | 0 |
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+ | ![Example 7](assets/examples/example_7.png) | Cafeteria Meal | Nutrition5k | 330 | 334 | 3 |
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+ | ![Example 8](assets/examples/example_8.png) | Cafeteria Meal | Nutrition5k | 214 | 217 | 4 |
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  ## 🚀 Quick Start
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