Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Parameters on which the model was trained
|
| 2 |
+
|
| 3 |
+
DATASET:
|
| 4 |
+
TRAIN_PATH: "./ufpr_dataset/training"
|
| 5 |
+
TEST_PATH: "./ufpr_dataset/testing"
|
| 6 |
+
IMAGE_FORMAT: ".png"
|
| 7 |
+
|
| 8 |
+
SAM:
|
| 9 |
+
CHECKPOINT: "./sam_vit_b_01ec64.pth"
|
| 10 |
+
RANK: 512
|
| 11 |
+
|
| 12 |
+
TRAIN:
|
| 13 |
+
BATCH_SIZE: 1
|
| 14 |
+
NUM_EPOCHS: 30
|
| 15 |
+
LEARNING_RATE: 0.0001
|
| 16 |
+
PATIENCE: 10
|