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IndexError: Index Out of Bounds for Dimension 0 in Custom Keypoint R-CNN Dataset for COCO Annotations in PyTorch
I'm working on training a custom Keypoint R-CNN model using PyTorch, and I’m encountering issues while implementing the custom dataset and dataloader for COCO-style annotations. My dataset includes ...
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170
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Conversion human key point from 2d to 3d using realsense depth camera d400 and yolov8 pose
| Camera Model | D400 |
| Language | Python|
| Segment | Depth camera |
I am trying to map a person's pose in 3D using a depth camera and an algorithm that returns the person's joints in 2D. I have ...
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146
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Issues with Conversion of keypointrcnn_resnet50_fpn Torchvision Model from ONNX to TensorRT Engine
I am having a lot of difficulties converting a keypointrcnn_resnet50_fpn model from ONNX to TensorRT. I have done an extensive search on how to do so, and couldn't find anything that enables me to ...
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1
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399
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Which pose estimation model is used to get keypoints in the JSON format specifically as below, code in Python?
{"version": 1.0, "people": [{"face_keypoints": [], "pose_keypoints": [104.818897637795, 34.4436363636364, 0.915185123682022, 83.9055118110236, 80.0581818181818, ...
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1
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290
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How To Add Code to Upload image and show image that has keypoint from YoloV8 model?
I have run the YoloV8 model example for estimating animal poses on Google Colab and I want to add code to upload animal images and be able to display image results in the form of animal images that ...
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1
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100
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Estimating pose via semantic segmentation pipeline
Currently, I am implementing multi-class semantic segmentation pipeline for my custom dataset. At the end of training/evaluation, I will get the corresponding masks of my classes/objects. From the ...
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1
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2k
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cv2.drawKeypoints not drawing keypoints on the outImage
I am working with OpenCV in Python and trying to diplay the keypoints recognized by SIFT from gray image to the original color image. Here is my code
import cv2 as cv
org_img = cv.imread('/content/...
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527
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OpenCV Python Stitching: Define custom keypoints / matches skipping feature detector & matcher
I'm trying to implement the panorama stitching via OpenCV into our process, but want to use control points / matches gathered from PTGui.
PTGui however just lists the keypoints and the matches between ...
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1
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581
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In detectron2, how could I put the keypoint names on the image?
First, I will explain the problem statement. I am wuing Detectron2 for keypoint detection for my custom dataset. I am using the below code to visualize the bounding box and the keyoints.
outputs = ...
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1
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265
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How to save JSON object to text file
this is the full code i'm trying to run
from mtcnn.mtcnn import MTCNN
import cv2
image = cv2.imread('figure.jpg')
detector = MTCNN()
face = detector.detect_faces(image)
for face in faces:
print(...
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1
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208
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How to save the json keypoints detections from mtcnn to a text file
I am trying to use Deep3DFaceRecon_pytorch and the first step is to get your image trough MTCNN in order to get the landmarks for the face. I use the general demo code from MTCNN.
It works great and i ...
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1
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2k
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How to prepare a custom keypoints dataset for WongKinYiu/Yolov7 Pose Estimation?
How do I prepare a custom keypoints dataset for WongKinYiu/yolov7?
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844
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How to train custom keypoint detection with COCO formated dataset and Detectron2 with out skeleton?
I have successfully trained a model for custom instance segmentation using Detectron2. Now I am preparing my custom dataset to train a keypoint detection model using Detectron2. Detectron2 uses COCO ...
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1
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119
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Keypoint detection when target appears multiple times
I am implementing a keypoint detection algorithm to recognize biomedical landmarks on images. I only have one type of landmark to detect. But in a single image, 1-10 of these landmarks can be present. ...
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1
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325
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COCO keypoints annotation wrong order from CVAT
I have annotated and downloaded COCO keypoint annotations from the CVAT software but the points are in the wrong order. Has anyone else encountered this issue? If so how did you get around it?