Upload finetuned_checkpoint.ckpt
#4
by
camappel
- opened
This PR includes the updated .ckpt file for the livestock detection model, with significant performance improvements after fine-tuning for 5 epochs. The model was trained on labelled aerial images of cows from Dataverse (2585 training/808 validation), and its performance metrics on the test set (subset of images excluded from training/validation sets) showed substantial gains:
Box Recall: Improved from 0.4405 to 0.9535.
Box Precision: Improved from 0.5826 to 0.8587.
Mean IoU: Improved from 0.3135 to 0.6571.
bw4sz
changed pull request status to
merged