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Push model using huggingface_hub.

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  1. README.md +3 -2
  2. config.json +91 -0
README.md CHANGED
@@ -4,6 +4,7 @@ tags:
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  - pytorch_model_hub_mixin
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  ---
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- This repository contains model weights from the paper "Deep learning recognises antibiotic mode of action from brightfield images"
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  - Code: https://github.com/krentzd/ai4ab
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- - Paper: [Deep learning recognises antibiotic modes of action from brightfield images](https://www.biorxiv.org/content/10.1101/2025.03.30.645928v3)
 
 
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  - pytorch_model_hub_mixin
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  ---
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+ This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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  - Code: https://github.com/krentzd/ai4ab
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+ - Paper: [More Information Needed]
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+ - Docs: [More Information Needed]
config.json CHANGED
@@ -1,4 +1,95 @@
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  {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "n_crops": 9,
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  "num_channels": 1,
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  "num_classes": 89,
 
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  {
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+ "id2label": {
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+ "0": "Avibactam_0.125xIC50",
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+ "1": "Avibactam_0.25xIC50",
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+ "2": "Avibactam_0.5xIC50",
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+ "3": "Avibactam_1xIC50",
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+ "4": "Aztreonam_0.125xIC50",
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+ "5": "Aztreonam_0.25xIC50",
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+ "6": "Aztreonam_0.5xIC50",
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+ "7": "Aztreonam_1xIC50",
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+ "8": "Cefepime_0.125xIC50",
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+ "9": "Cefepime_0.25xIC50",
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+ "10": "Cefepime_0.5xIC50",
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+ "11": "Cefepime_1xIC50",
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+ "12": "Cefsulodin_0.125xIC50",
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+ "13": "Cefsulodin_0.25xIC50",
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+ "14": "Cefsulodin_0.5xIC50",
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+ "15": "Cefsulodin_1xIC50",
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+ "16": "Ceftriaxone_0.125xIC50",
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+ "17": "Ceftriaxone_0.25xIC50",
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+ "18": "Ceftriaxone_0.5xIC50",
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+ "19": "Ceftriaxone_1xIC50",
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+ "20": "Chloramphenicol_0.125xIC50",
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+ "21": "Chloramphenicol_0.25xIC50",
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+ "22": "Chloramphenicol_0.5xIC50",
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+ "23": "Chloramphenicol_1xIC50",
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+ "24": "Ciprofloxacin_0.125xIC50",
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+ "25": "Ciprofloxacin_0.25xIC50",
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+ "26": "Ciprofloxacin_0.5xIC50",
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+ "27": "Ciprofloxacin_1xIC50",
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+ "28": "Clarithromycin_0.125xIC50",
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+ "29": "Clarithromycin_0.25xIC50",
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+ "30": "Clarithromycin_0.5xIC50",
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+ "31": "Clarithromycin_1xIC50",
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+ "32": "Clavulanate_0.125xIC50",
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+ "33": "Clavulanate_0.25xIC50",
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+ "34": "Clavulanate_0.5xIC50",
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+ "35": "Clavulanate_1xIC50",
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+ "36": "Colistin_0.125xIC50",
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+ "37": "Colistin_0.25xIC50",
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+ "38": "Colistin_0.5xIC50",
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+ "39": "Colistin_1xIC50",
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+ "40": "DMSO",
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+ "41": "Doxycycline_0.125xIC50",
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+ "42": "Doxycycline_0.25xIC50",
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+ "43": "Doxycycline_0.5xIC50",
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+ "44": "Doxycycline_1xIC50",
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+ "45": "Kanamycin_0.125xIC50",
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+ "46": "Kanamycin_0.25xIC50",
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+ "47": "Kanamycin_0.5xIC50",
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+ "48": "Kanamycin_1xIC50",
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+ "49": "Levofloxacin_0.125xIC50",
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+ "50": "Levofloxacin_0.25xIC50",
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+ "51": "Levofloxacin_0.5xIC50",
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+ "52": "Levofloxacin_1xIC50",
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+ "53": "Mecillinam_0.125xIC50",
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+ "54": "Mecillinam_0.25xIC50",
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+ "55": "Mecillinam_0.5xIC50",
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+ "56": "Mecillinam_1xIC50",
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+ "57": "Meropenem_0.125xIC50",
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+ "58": "Meropenem_0.25xIC50",
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+ "59": "Meropenem_0.5xIC50",
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+ "60": "Meropenem_1xIC50",
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+ "61": "Norfloxacin_0.125xIC50",
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+ "62": "Norfloxacin_0.25xIC50",
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+ "63": "Norfloxacin_0.5xIC50",
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+ "64": "Norfloxacin_1xIC50",
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+ "65": "PenicillinG_0.125xIC50",
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+ "66": "PenicillinG_0.25xIC50",
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+ "67": "PenicillinG_0.5xIC50",
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+ "68": "PenicillinG_1xIC50",
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+ "69": "PolymyxinB_0.125xIC50",
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+ "70": "PolymyxinB_0.25xIC50",
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+ "71": "PolymyxinB_0.5xIC50",
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+ "72": "PolymyxinB_1xIC50",
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+ "73": "Relebactam_0.125xIC50",
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+ "74": "Relebactam_0.25xIC50",
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+ "75": "Relebactam_0.5xIC50",
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+ "76": "Relebactam_1xIC50",
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+ "77": "Rifampicin_0.125xIC50",
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+ "78": "Rifampicin_0.25xIC50",
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+ "79": "Rifampicin_0.5xIC50",
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+ "80": "Rifampicin_1xIC50",
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+ "81": "Sulbactam_0.125xIC50",
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+ "82": "Sulbactam_0.25xIC50",
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+ "83": "Sulbactam_0.5xIC50",
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+ "84": "Sulbactam_1xIC50",
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+ "85": "Trimethoprim_0.125xIC50",
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+ "86": "Trimethoprim_0.25xIC50",
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+ "87": "Trimethoprim_0.5xIC50",
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+ "88": "Trimethoprim_1xIC50"
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+ },
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  "n_crops": 9,
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  "num_channels": 1,
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  "num_classes": 89,