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88 accuracy

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Files changed (23) hide show
  1. .gitignore +2 -1
  2. app.py +2 -2
  3. efficient_net_s_carvision_3.pth +2 -2
  4. examples/Honda_Accord_2014_26_17_180_24_4_72_56_189_26_FWD_5_2_2dr_Ecy.jpg +0 -0
  5. examples/Honda_Accord_2019_29_17_210_20_4_73_57_192_48_FWD_5_4_4dr_nyg.jpg +0 -0
  6. examples/Honda_CR-V_2011_24_17_180_24_4_71_66_179_21_FWD_5_4_SUV_aKp.jpg +0 -0
  7. examples/Honda_Civic_2011_16_15_140_18_4_68_55_175_25_FWD_5_2_2dr_azJ.jpg +0 -0
  8. examples/Honda_Civic_2011_16_15_140_18_4_68_55_175_25_FWD_5_2_2dr_zFd.jpg +0 -0
  9. examples/Honda_Civic_2015_21_16_140_18_4_69_55_177_29_FWD_5_2_2dr_MNh.jpg +0 -0
  10. examples/Honda_Pilot_2014_31_18_250_35_6_78_70_191_nan_FWD_8_4_SUV_HUH.jpg +0 -0
  11. examples/Hyundai_Accent_2011_13_14_110_16_4_66_57_159_27_FWD_5_2_2dr_EtC.jpg +0 -0
  12. examples/Hyundai_Elantra_2013_17_16_140_18_4_69_56_178_28_FWD_5_4_4dr_Vyi.jpg +0 -0
  13. examples/Hyundai_Elantra_2016_21_17_140_18_4_69_56_179_28_FWD_5_4_4dr_WrW.jpg +0 -0
  14. examples/Hyundai_Santa Fe_2012_24_17_170_24_4_74_67_184_20_AWD_5_4_SUV_mgE.jpg +0 -0
  15. examples/Hyundai_Sonata_2015_23_16_170_16_4_73_58_191_28_FWD_5_4_4dr_Qxx.jpg +0 -0
  16. examples/Hyundai_Sonata_2017_21_16_180_24_4_73_58_191_25_FWD_5_4_4dr_CNL.jpg +0 -0
  17. examples/Toyota_4Runner_2011_40_20_270_40_6_75_70_189_17_4WD_5_4_SUV_TJH.jpg +0 -0
  18. examples/Toyota_86_2019_27_17_200_20_4_69_50_166_24_RWD_4_2_2dr_ycW.jpg +0 -0
  19. examples/Toyota_Avalon_2019_42_18_210_25_4_72_56_195_43_FWD_5_4_4dr_ddJ.jpg +0 -0
  20. examples/Toyota_Camry_2019_28_16_200_25_4_72_56_192_51_FWD_5_4_4dr_CHX.jpg +0 -0
  21. examples/Toyota_Prius_2020_24_15_120_18_4_69_57_180_58_FWD_5_4_4dr_qpA.jpg +0 -0
  22. examples/Toyota_Tacoma_2017_36_18_270_35_6_75_70_212_19_RWD_5_4_Pickup_xQa.jpg +0 -0
  23. examples/Toyota_Yaris_2012_14_15_100_15_4_66_59_153_30_FWD_5_2_2dr_Fzo.jpg +0 -0
.gitignore CHANGED
@@ -1,3 +1,4 @@
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  venv/
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  venv
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- __pycache__
 
 
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  venv/
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  venv
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+ __pycache__
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+ flagged
app.py CHANGED
@@ -13,7 +13,7 @@ from timeit import default_timer as timer
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  class_names = ['Honda', 'Hyundai', 'Toyota']
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- effnet_v2, transforms = create_effnet_v2_model(num_classes=len(class_names), weights_path="efficient_net_s_carvision_3.pth")
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  def predict(image):
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@@ -43,7 +43,7 @@ An EfficientNet V2 model to classify cars as **Honda, Hyundai or Toyota**
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  [Dataset Used](https://github.com/nicolas-gervais/predicting-car-price-from-scraped-data/tree/master/picture-scraper)
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- Currently running at **85% Accuracy**
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  """
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  article = "Created by [Akshay Ballal](https://www.akshaymakes.com)"
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  class_names = ['Honda', 'Hyundai', 'Toyota']
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+ effnet_v2, transforms = create_effnet_v2_model(num_classes=len(class_names), weights_path="efficient_net_v2_s_carvision_trivialaug_label_smoothing.pth")
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  def predict(image):
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  [Dataset Used](https://github.com/nicolas-gervais/predicting-car-price-from-scraped-data/tree/master/picture-scraper)
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+ Currently running at **88% Accuracy**
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  """
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  article = "Created by [Akshay Ballal](https://www.akshaymakes.com)"
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efficient_net_s_carvision_3.pth CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:3ca71eab330a5ea4163fea0751b4c6551bfaf82461ebb751e6128cf3afb4b738
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- size 81639653
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:667e2119ae52bdd4848d93ff53e0ab05a38c6fb295c430eee448acd934fceb11
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+ size 81663013
examples/Honda_Accord_2014_26_17_180_24_4_72_56_189_26_FWD_5_2_2dr_Ecy.jpg ADDED
examples/Honda_Accord_2019_29_17_210_20_4_73_57_192_48_FWD_5_4_4dr_nyg.jpg ADDED
examples/Honda_CR-V_2011_24_17_180_24_4_71_66_179_21_FWD_5_4_SUV_aKp.jpg ADDED
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examples/Honda_Civic_2015_21_16_140_18_4_69_55_177_29_FWD_5_2_2dr_MNh.jpg ADDED
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examples/Hyundai_Elantra_2013_17_16_140_18_4_69_56_178_28_FWD_5_4_4dr_Vyi.jpg ADDED
examples/Hyundai_Elantra_2016_21_17_140_18_4_69_56_179_28_FWD_5_4_4dr_WrW.jpg ADDED
examples/Hyundai_Santa Fe_2012_24_17_170_24_4_74_67_184_20_AWD_5_4_SUV_mgE.jpg ADDED
examples/Hyundai_Sonata_2015_23_16_170_16_4_73_58_191_28_FWD_5_4_4dr_Qxx.jpg DELETED
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examples/Hyundai_Sonata_2017_21_16_180_24_4_73_58_191_25_FWD_5_4_4dr_CNL.jpg DELETED
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examples/Toyota_4Runner_2011_40_20_270_40_6_75_70_189_17_4WD_5_4_SUV_TJH.jpg ADDED
examples/Toyota_86_2019_27_17_200_20_4_69_50_166_24_RWD_4_2_2dr_ycW.jpg ADDED
examples/Toyota_Avalon_2019_42_18_210_25_4_72_56_195_43_FWD_5_4_4dr_ddJ.jpg ADDED
examples/Toyota_Camry_2019_28_16_200_25_4_72_56_192_51_FWD_5_4_4dr_CHX.jpg DELETED
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examples/Toyota_Tacoma_2017_36_18_270_35_6_75_70_212_19_RWD_5_4_Pickup_xQa.jpg DELETED
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examples/Toyota_Yaris_2012_14_15_100_15_4_66_59_153_30_FWD_5_2_2dr_Fzo.jpg DELETED
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