The code below (taken from here) seems to implement only a simple Dropout, neither the DropPath nor DropConnect. Is that true? def drop_path(x, drop_prob: float = 0., training: bool = False): &quo...

I am try to classfication with object detection at the colab.I am using "ssd_resnet101_v1_fpn_640x640_coco17_tpu-8.config"When I start to training I get error. Training= !python model_mai...

I am trying to use a pre-trained model. Here's where the problem occurs Isn't the model supposed to take in a simple colored image? Why is it expecting a 4-dimensional input? RuntimeError Traceba...

I have some cropped images and I need images that have black texts on white background. Firstly I apply adaptive thresholding and then I try to remove noise. Although I tried a lot of noise removal...

I'm having a problem for just one point (x, y) of the image and having already calculated the transformation matrix on the two images calculate what the corresponding point (x, y) in the second ima...

I have a multi-page .pdf (scanned images) containing handwriting I would like to crop and store as new separate images. For example, in the visual below I would like to extract the handwriting insi...

The definition of 8-adjacency and m-adjacency are clear. But is there a case where two pixels p and q can be 8-adjacent, but not m-adjacent. I have given the definition of 8-adjacent and m-adjacent...

How can I use OpenCV in Python to draw rectangles around some regions within an image for object detection purposes?

I was reading this from a paper: "Rather than using relatively large receptive fields in the first conv. layers we use very small 3 × 3 receptive fields throughout the whole net, which are convolve...

I have image in either RGB format or grayscale format (I converted it through Gimp, let's say), now everytime I load the image in grayscale, or just transform it to grayscale format, the shape alwa...

As I understand it, AVCameraCalibrationData is only available over AVCaptureDepthDataOutput. Is that correct? AVCaptureDepthDataOutput on the other hand is only accessible with iPhone X front cam ...

I'd like to embed bounding boxes, labels, etc. into live video stream to optionally draw them thereafter on the client-side in web-browser and looking for a way how to do. Could you please give me ...

Is there a more efficient way to use Template Matching with images of different sizes? Here is my current Script: import cv2 import numpy as np img_bgr = cv2.imread('./full.jpg') img_gray = cv2.c...

I try to create a Point Cloud based on the images from the KITTI stereo images dataset so then later I could estimate 3D position of some objects. Original images looks like this. What I have so ...

The COCO dataset is very large for me to upload it to google colab. Is there any way I can directly download the dataset to google colab?

My goal is to fit a line through a point cloud. The point cloud is approximately cylindrical but can be curved, which is why the fitted line should not be straight. I’ve tried several things, but t...

I would like to know is there is a way to blur the faces that have been automatically identify by the haarcascade face classifier. using the code below, I'm able to detect the faces, crop the imag...

I have seen all questions on SO for range of HSV color space for skin But I can only figure out this Code - CvScalar hsv_min = cvScalar(0, 30, 60, 0); CvScalar hsv_max = cvScalar(20, 150, 255, 0...

import torch import torch.nn as nn device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') class Model(nn.Module): def __init__(self): super(Model, self).__init__() self.layer =...

I have split contours in a image and I want to connect them assuming they are parametrized curves. I was considering some curve fitting or curve tracing - but I do not know, how can I implement it....

I need to get the bounding box coordinates generated in the above image using YOLO object detection.

I'm trying to take two images using the camera, and align them using the iOS Vision framework: func align(firstImage: CIImage, secondImage: CIImage) { let request = VNTranslationalImageRegistrati...

I am trying to segment lung CT images using Kmeans by using code below: def process_mask(mask): convex_mask = np.copy(mask) for i_layer in range(convex_mask.shape[0]): mask1 = np.ascontiguousarr...

Is there a way (using something like OpenCV) to detect text skew and correct it by rotating the image? Pretty much like this? Rotating an image seems easy enough if you know the angle, but for...

I am evaluating a Tensorflow model on open cv video frames. I need to reshape the incoming PIL image into reshaped numpy array so that i can run inference on it. But i see that the conversion of th...