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SSL4EO-L-Benchmark

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yuxuanw8 commited on
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Update SSL4EO-L-Benchmark.py

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  1. SSL4EO-L-Benchmark.py +8 -8
SSL4EO-L-Benchmark.py CHANGED
@@ -47,14 +47,14 @@ MEAN = [0]
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  STD = [255]
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  metadata = { # TODO: check if info below is correct or not
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- 'etm_sr_cdl': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B7"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 2220.0], "mean": MEAN * 6, 'std': STD * 6}}, # B6 (Thermal Band) and B8 (Panchromatic Band) are excluded
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- 'etm_sr_nlcd': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B7"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 2220.0], "mean": MEAN * 6, 'std': STD * 6}},
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- 'etm_toa_cdl': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6L", "B6H", "B7", "B8"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 10900.0, 10900.0, 2220.0, 710.0], "mean": MEAN * 9, 'std': STD * 9}},
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- 'etm_toa_nlcd': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6L", "B6H", "B7", "B8"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 10900.0, 10900.0, 2220.0, 710.0], "mean": MEAN * 9, 'std': STD * 9}},
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- 'oli_sr_cdl': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0], "mean": MEAN * 7, 'std': STD * 7}},
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- 'oli_sr_nlcd': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0], "mean": MEAN * 7, 'std': STD * 7}},
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- 'oli_tirs_toa_cdl': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B9", "B10", "B11"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0, 590.0, 1735.0, 10800.0, 12000.0], "mean": MEAN * 11, 'std': STD * 11}},
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- 'oli_tirs_toa_nlcd': {"s2c": {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B9", "B10", "B11"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0, 590.0, 1735.0, 10800.0, 12000.0], "mean": MEAN * 11, 'std': STD * 11}},
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  }
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  class SSL4EOLBenchmarkDataset(datasets.GeneratorBasedBuilder):
 
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  STD = [255]
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  metadata = { # TODO: check if info below is correct or not
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+ 'etm_sr_cdl': {"bands":["B1", "B2", "B3", "B4", "B5", "B7"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 2220.0], "mean": MEAN * 6, 'std': STD * 6}, # B6 (Thermal Band) and B8 (Panchromatic Band) are excluded
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+ 'etm_sr_nlcd': {"bands":["B1", "B2", "B3", "B4", "B5", "B7"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 2220.0], "mean": MEAN * 6, 'std': STD * 6},
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+ 'etm_toa_cdl': {"bands":["B1", "B2", "B3", "B4", "B5", "B6L", "B6H", "B7", "B8"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 10900.0, 10900.0, 2220.0, 710.0], "mean": MEAN * 9, 'std': STD * 9},
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+ 'etm_toa_nlcd': {"bands":["B1", "B2", "B3", "B4", "B5", "B6L", "B6H", "B7", "B8"], "channel_wv": [485.0, 560.0, 660.0, 835.0, 1650.0, 10900.0, 10900.0, 2220.0, 710.0], "mean": MEAN * 9, 'std': STD * 9},
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+ 'oli_sr_cdl': {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0], "mean": MEAN * 7, 'std': STD * 7},
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+ 'oli_sr_nlcd': {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0], "mean": MEAN * 7, 'std': STD * 7},
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+ 'oli_tirs_toa_cdl': {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B9", "B10", "B11"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0, 590.0, 1735.0, 10800.0, 12000.0], "mean": MEAN * 11, 'std': STD * 11},
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+ 'oli_tirs_toa_nlcd': {"bands":["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B9", "B10", "B11"], "channel_wv": [443.0, 482.0, 562.0, 655.0, 865.0, 1610.0, 2200.0, 590.0, 1735.0, 10800.0, 12000.0], "mean": MEAN * 11, 'std': STD * 11},
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  }
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  class SSL4EOLBenchmarkDataset(datasets.GeneratorBasedBuilder):