CenterNet-HarDNet
CenterNet-HarDNet copied to clipboard
PingoLH
Object detection achieving 44.3 mAP / 45 fps on COCO dataset
I was trying to run the coco dataset training example and I came across the issue of ``` Traceback (most recent call last): File "test.py", line 126, in prefetch_test(opt) File...
Hi, @PingoLH : Thanks for all your Projects. I have tested your model on Jetson Nano and it works fast and accurate. I have some questions: 1. Can I ask...
Hi, thanks for the interesting and useful works! Can you help me to understand this part of the model? Why do you concat avg pooled one (x2) and kind of...
Hi, As the title suggested, how to derive the following vector and matrix? self._eig_val = np.array([0.2141788, 0.01817699, 0.00341571], dtype=np.float32) self._eig_vec = np.array([ [-0.58752847, -0.69563484, 0.41340352], [-0.5832747, 0.00994535, -0.81221408], [-0.56089297, 0.71832671,...
Hi, How is hardnet85_base.pth derived? It seems like the backbone is different from the one used for classification. Thanks.
it seems the model dosen't support down_ratio != 4, the scale calculated by down_ratio is not used....
Hello. I am trying to fit this network on my data, but hm_loss down to 9.208498 and don't improve. I tried to use different samples of dataset but result was...
Hi, line 466 in hardnet.py iterates self.heads which is a dict. but the iterating order may differ in differ python command which will result in different parameter order in model....
The model is strongly hard-coded in many places. I have tried put HarDNet to yolov4, the result is not really satisfying, I still don't know what's the key of this...
Hi , I am trying to use the demo in Xavier NX with `python3 demo_trt.py ctdet --demo webcam --arch hardnet_85 --load_model /home/littro/CenterNet-HarDNet/models/centernet_hardnet85_coco.pth --input_w 416 --input_h 416 ` It can convert...
