Image Classification
timm
PyTorch
bdd100k-toolkit
computer-vision
autonomous-driving
self-driving-cars
driving-scenes
weather-classification
Eval Results (legacy)
Instructions to use dronefreak/bdd100k-weather-efficientvit_b2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- timm
How to use dronefreak/bdd100k-weather-efficientvit_b2 with timm:
import timm model = timm.create_model("hf-hub:dronefreak/bdd100k-weather-efficientvit_b2", pretrained=True) - Notebooks
- Google Colab
- Kaggle
Download results.csv from dronefreak/bdd100k-weather-efficientvit_b2: direct link, hf CLI and curl.
- Browser
- Download file 1.12 kB
-
https://huggingface.co/dronefreak/bdd100k-weather-efficientvit_b2/resolve/main/results.csv
- Command line
-
hf download hf://dronefreak/bdd100k-weather-efficientvit_b2/results.csv
-
curl -L -o results.csv https://huggingface.co/dronefreak/bdd100k-weather-efficientvit_b2/resolve/main/results.csv
1.12 kB
| epoch,train_loss,valid_loss,valid_accuracy,valid_balanced_accuracy,valid_macro_f1,monitored_macro_f1,lr,seconds | |
| 1,0.75622,0.53716,0.81868,0.62583,0.63761,0.63761,3.000e-04,124.0 | |
| 2,0.56175,0.51815,0.82422,0.64467,0.66821,0.66821,2.997e-04,122.6 | |
| 3,0.51807,0.49919,0.82890,0.64707,0.66274,0.66274,2.988e-04,122.8 | |
| 4,0.48871,0.49608,0.83109,0.65313,0.66670,0.66670,2.972e-04,122.6 | |
| 5,0.46709,0.49887,0.83100,0.65938,0.67746,0.67746,2.951e-04,122.6 | |
| 6,0.48208,0.51420,0.82432,0.62857,0.65341,0.65341,2.924e-04,122.6 | |
| 7,0.45504,0.51398,0.82842,0.63996,0.65977,0.65977,2.890e-04,122.7 | |
| 8,0.42501,0.51806,0.82851,0.64760,0.66301,0.66301,2.851e-04,122.7 | |
| 9,0.38338,0.53962,0.82556,0.64162,0.65744,0.65744,2.807e-04,122.7 | |
| 10,0.38371,0.55535,0.81964,0.64745,0.65927,0.65927,2.757e-04,122.8 | |
| 11,0.35381,0.56851,0.82193,0.64050,0.65350,0.65350,2.702e-04,122.6 | |
| 12,0.29877,0.60984,0.81620,0.63629,0.64679,0.64679,2.642e-04,122.7 | |
| 13,0.28046,0.62867,0.81372,0.64190,0.65496,0.65496,2.578e-04,122.7 | |
| 14,0.23192,0.67579,0.80952,0.63690,0.65221,0.65221,2.508e-04,122.7 | |
| 15,0.20618,0.72535,0.80781,0.62772,0.63907,0.63907,2.435e-04,122.8 | |