Modify the rccars detections

Author: cpsl-interns

configs/_base_/datasets/rccars_detection.py

@@ -1,6 +1,6 @@
 # dataset settings
 dataset_type = 'RcCarsDataset'
-data_root = '/data/shared/rccars/'
+data_root = '/data/shared/rccars/raw-2024/'
 backend_args = None
 
 

configs/rccars/rtmdet-ins_m_8xb32-300e_rccars-oneclass.py

@@ -3,7 +3,7 @@
     '../rtmdet/rtmdet-ins_m_8xb32-300e_coco.py',
 ]
 
-data_root = '/data/shared/rccars/oneclass-detection'
+data_root = '/data/shared/rccars/oneclass-detection-2024'
 
 train_batch_size_per_gpu = 4
 train_num_workers = 2

configs/rccars/rtmdet_m_8xb32-300e_rccars-oneclass.py

@@ -3,12 +3,12 @@
     '../rtmdet/rtmdet_m_8xb32-300e_coco.py',
 ]
 
-data_root = '/data/shared/rccars/oneclass-detection'
+data_root = '/data/shared/rccars/oneclass-detection-2024'
 
 train_batch_size_per_gpu = 4
 train_num_workers = 2
 
-max_epochs = 20
+max_epochs = 100
 stage2_num_epochs = 1
 base_lr = 0.00008
 
@@ -89,7 +89,7 @@
 default_hooks = dict(
     checkpoint=dict(
         interval=5,
-        max_keep_ckpts=2,  # only keep latest 2 checkpoints
+        max_keep_ckpts=100,  # only keep latest checkpoints
         save_best='auto'
     ),
     logger=dict(type='LoggerHook', interval=5))

configs/rccars/rtmdet_tiny_8xb32-300e_rccars-oneclass.py

@@ -3,12 +3,12 @@
     '../rtmdet/rtmdet_tiny_8xb32-300e_coco.py',
 ]
 
-data_root = '/data/shared/rccars/oneclass-detection'
+data_root = '/data/shared/rccars/oneclass-detection-2024'
 
 train_batch_size_per_gpu = 4
 train_num_workers = 2
 
-max_epochs = 20
+max_epochs = 100
 stage2_num_epochs = 1
 base_lr = 0.00008
 
@@ -89,7 +89,7 @@
 default_hooks = dict(
     checkpoint=dict(
         interval=5,
-        max_keep_ckpts=2,  # only keep latest 2 checkpoints
+        max_keep_ckpts=100,  # only keep latest checkpoints
         save_best='auto'
     ),
     logger=dict(type='LoggerHook', interval=5))