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Object detection, 3D detection, and pose estimation using center point detection:

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My num_classes = 11 and I use command to train my own dataset python main.py ctdet --exp_id paper_dataset --batch_size 8 --lr 1.25e-4 --gpus 0 --load_model ../models/ctdet_coco_dla_2x.pth How can I do...

不同物体的中心点,offset,wh,放在分别两个keypoint heatmap、local offset和object size特征图上,计算量大了,效果提升了,有兄弟试过吗?

When I run python demo.py ctdet --demo ../images/ --load_model ../models/ctdet_coco_dla_2x.pth, some error as follows: Creating model... loaded ../models/ctdet_coco_dla_2x.pth, epoch 230 qt.qpa.xcb: could not connect to display qt.qpa.plugin: Could not load...

Fix size testing. training chunk_sizes: [32] The output will be saved to /home/Students/amp393/CenterNetDeepSort/env/centerNet-deep-sort/CenterNet/src/lib/../../exp/ctdet/default heads {'hm': 80, 'wh': 2, 'reg': 2} /home/Students/amp393/CenterNetDeepSort/env/OverheadActivity/Tracking/Util/Videos/images/ Creating model... loaded /home/Students/amp393/CenterNetDeepSort/env/OverheadActivity/Tracking/Util/aiskyeye/model_best.pth, epoch 5 Traceback (most recent...

My platform is win10, gtx1060, cuda10, pytorch1.1.0, and I could run demo.py, but when I run `python test.py ctdet --dataset coco --exp_id coco_dla --keep_res --load_model ../models/ctdet_coco_dla_2x.pth` it happens > RuntimeError:...

if num_kpts == 0: hm[cls_id, ct_int[1], ct_int[0]] = 0.9999 reg_mask[k] = 0 reg_mask是和wh、offset的loss计算有关,难道关键点个数为0,wh和offset就不学了?

Hello @xingyizhou currently I tried to produce the result for 3dop detection however I have this problem. How to solve it? Also after evaluation, where can I find the result...

(centernet) C:\Users\QZW\CenterNet-windows\src\lib\models\networks\DCNv2>python setup.py build develop running build running build_ext D:\Users\QZW\Anaconda3\envs\centernet\lib\site-packages\torch\utils\cpp_extension.py:196: UserWarning: !! WARNING !! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Your compiler (cl 19.00.24210) may be ABI-incompatible with PyTorch! Please use a compiler that is...

Hello, In fact, this is not such a important issue, and I just interested in whether there is a special meaning for "umich" in "draw_umich_gaussian()"? Looking forward to you reply!

Thanks for your great work, but I have a question, if the object is almost as large as the image size, may cut the feature, isn't it? hope for your...