Yeehawww guys and girls,
has someone successfully retrained the model w/ another dataset then COCO or similar?
I am retraining the model w/ Crowdhuman dataset for 50 epochs with frozen layers optimizer=Adam(lr=3e-3) and then another 50 epochs for all layers optimizer=Adam(lr=1e-3) - just like it is in train.py.
Training takes guite time (15k images), so i am not able to play around with various parameters.
After 60 epochs of training i have a val_loss = 95.39, which is obviously not very good..
Has someone suggestions for an improved training procedure or better parametervalues?
I already use the anchors produced by the k-means algorithm and got an avg IoU of 69,45%.
Yeehawww guys and girls, has someone successfully retrained the model w/ another dataset then COCO or similar? I am retraining the model w/ Crowdhuman dataset for 50 epochs with frozen layers
optimizer=Adam(lr=3e-3)
and then another 50 epochs for all layersoptimizer=Adam(lr=1e-3)
- just like it is in train.py. Training takes guite time (15k images), so i am not able to play around with various parameters.After 60 epochs of training i have a val_loss = 95.39, which is obviously not very good..
Has someone suggestions for an improved training procedure or better parametervalues?
I already use the anchors produced by the k-means algorithm and got an avg IoU of 69,45%.
Thx very much!