You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
I am having a devil of a time labeling object recognition data so that DIGITS will train it. My goal is to move a caffe model to my Xavier. I decided to use someone else's successful KITTI data as a test instead. I this blog, KITTI-labeled data is successfully trained in tensorflow:
Hi.
I am having a devil of a time labeling object recognition data so that DIGITS will train it. My goal is to move a caffe model to my Xavier. I decided to use someone else's successful KITTI data as a test instead. I this blog, KITTI-labeled data is successfully trained in tensorflow:
https://jkjung-avt.github.io/hand-detection-tutorial/
When I take that data, split in to train and val folders (4,320 images & 480 images) and train in DIGITS using these instructions:
https://github.com/NVIDIA/DIGITS/tree/master/examples/object-detection
MAP and Precision never rise above zero.
Here are labels for comparison:
Blog Hand KITTI Data Label
hand 0 0 0 2 446 314 644 0 0 0 0 0 0 0 0
hand 0 0 0 555 540 1104 717 0 0 0 0 0 0 0 0
hand 0 0 0 539 245 829 560 0 0 0 0 0 0 0 0
hand 0 0 0 2 338 76 469 0 0 0 0 0 0 0 0
NVIDIA Example KITTI Label
Car 0.00 0 -1.84 662.20 185.85 690.21 205.03 1.48 1.36 3.51 5.35 2.56 58.84 -1.75
Van 0.00 0 1.70 448.07 177.14 481.60 206.41 2.50 2.20 5.78 -13.02 2.91 65.02 1.50
DontCare -1 -1 -10 610.50 179.95 629.68 196.31 -1 -1 -1 -1000 -1000 -1000 -10
DontCare -1 -1 -10 582.97 182.70 594.78 191.05 -1 -1 -1 -1000 -1000 -1000 -10
DontCare -1 -1 -10 600.36 185.59 608.36 192.69 -1 -1 -1 -1000 -1000 -1000 -10
I have read that fields 1,5,6,7,8 are all that are needed for object detection training.
Any ideas? TIA.
The text was updated successfully, but these errors were encountered: