keypoint_rcnn_training_pytorch
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alexppppp
How to Train a Custom Keypoint Detection Model with PyTorch (Article on Medium)
Alex, thanks for your contributions! I have trained a new model on my own dataset, but it doesn't show high accuracy on predicting the key points. I was considering if...
Hi, I trained on model using custom Data, but now i am unable to load that custom model(.pth) for prediction. Can you please provide a inference example, Basically the method...
What software did you use to get glue_tubes_keypoints_dataset_134imgs annotations json file
Congratulations for this job. It is nice project. I follow your directory for train. It works when I have two keypoints. Assuming I have 10 points but It didn't work...
I used glue datasets and custom datasets ,but met the same question: File "D:/program/keypoint_rcnn_training_pytorch-main/trainer.py", line 164, in train_one_epoch(model, optimizer, data_loader_train, device, epoch, print_freq=1000) File "D:\program\keypoint_rcnn_training_pytorch-main\engine.py", line 31, in train_one_epoch loss_dict...
Hi, first of all thank you for sharing your great job. I am trying to use a modified version of your code in order to train on a custom dataset...
import torch import torchvision from torchvision.models.detection.anchor_utils import AnchorGenerator # Load the pre-trained model from the .pth file images, targets = next(iterator) images = list(image.to(device) for image in images) with torch.no_grad():...
First off, thanks for the tutorial! You're a real lifesaver. I'm trying to get `evaluate` to work at the moment. I have `num_keypoints=4`. The model trains smoothly when I just...
Hi, First, thanks for your really nice tutorial! I tried to reproduce it and raised an error at the call to the function evaluate, at the end of the training...
Hi, first of all. Thank you for sharing your excellent work. I tried to modify a code to train a multi classes detection. In this line. Does it allow to...
