File size: 525 Bytes
378602c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
{
  "architecture": "tf_efficientnetv2_s_ensemble",
  "version": "V12_memory_optimized",
  "base_model": "V11 (fine-tuned)",
  "v11_repo": "ash12321/deepfake-detector-v11",
  "num_models": 3,
  "model_types": [
    "balanced",
    "balanced",
    "balanced"
  ],
  "dropouts": [
    0.55,
    0.5,
    0.6
  ],
  "learning_rates": [
    3e-05,
    2.5e-05,
    3.5e-05
  ],
  "input_size": [
    224,
    224
  ],
  "num_classes": 2,
  "ensemble_method": "average_probabilities",
  "batch_size": 16,
  "epochs_per_model": 2
}