DLC v2.2.0.4 release - #1632
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Release benchmarked with the following results:
DLC_mobnet_35_openfieldOct30shuffle0_50000 and Imgaug with # of training iterations: 50000
Results for 50000 training iterations: 95 0 train error: 3.06 pixels. Test error: 3.44 pixels.
With pcutoff of 0.4 train error: 3.06 pixels. Test error: 3.44 pixel
DLC_mobnet_35_openfieldOct30shuffle1_50000 and scalecrop with # of training iterations: 50000
Results for 50000 training iterations: 95 1 train error: 2.44 pixels. Test error: 3.84 pixels.
With pcutoff of 0.4 train error: 2.44 pixels. Test error: 3.84 pixels
DLC_mobnet_35_openfieldOct30shuffle2_50000 and tensorpack with # of training iterations: 50000
Results for 50000 training iterations: 95 2 train error: 2.41 pixels. Test error: 3.04 pixels.
With pcutoff of 0.4 train error: 2.41 pixels. Test error: 3.04 pixels
DLC_resnet50_openfieldOct30shuffle3_50000 and Imgaug with # of training iterations: 50000
Results for 50000 training iterations: 95 3 train error: 2.69 pixels. Test error: 2.97 pixels.
With pcutoff of 0.4 train error: 2.69 pixels. Test error: 2.97 pixels
DLC_resnet50_openfieldOct30shuffle4_50000 and scalecrop with # of training iterations: 50000
Results for 50000 training iterations: 95 4 train error: 2.0 pixels. Test error: 2.69 pixels.
With pcutoff of 0.4 train error: 2.0 pixels. Test error: 2.69 pixels
DLC_resnet50_openfieldOct30shuffle5_50000 and tensorpack with # of training iterations: 50000
Results for 50000 training iterations: 95 5 train error: 1.96 pixels. Test error: 2.65 pixels.
With pcutoff of 0.4 train error: 1.96 pixels. Test error: 2.65 pixels
DLC_effnet_b3_openfieldOct30shuffle6_50000 with Imgaug with # of training iterations: 50000
Results for 50000 training iterations: 95 6 train error: 2.63 pixels. Test error: 2.65 pixels.
With pcutoff of 0.4 train error: 2.63 pixels. Test error: 2.65 pixels