I want to integrate OpenCV with YOLOv8 from ultralytics, so I want to obtain the bounding box coordinates from the model prediction. How do I do this? from ultralytics import YOLO import cv2 model...

I'm looking for the fastest and more efficient method of detecting an object in a moving video. Things to note about this video: It is very grainy and low resolution, also both the background and f...

I think it's a pretty common message for PyTorch users with low GPU memory: RuntimeError: CUDA out of memory. Tried to allocate X MiB (GPU X; X GiB total capacity; X GiB already allocated; X MiB fr...

Long story short: How to prepare data for lstm object detection retraining of the tensorflow master github implementation. Long story: Hi all, I recently found implementation a lstm object detec...

I want to fine-tune an object detector in PyTorch. For that, I was using this tutorial: https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html However, FastRCNN model is not suitable ...

I used this answer and wrote my own program, but I have a specific problem. If the image does not have the object, matchTemplate does not throw an error, and I do not know of any method to check if...

how to convert a single COCO JSON annotation file into a YOLO darknet format?? like below each individual image has separate filename.txt file

I have built a dataset to train YOLOv4 and I have all the labels in YOLO format (I used LabelImg). Now I want to train SSD with the same dataset and therefore I need the labels in the PASCAL VOC fo...

I am trying to convert a saved_model from TensorFlow Object Detection Model Zoo to a tflite file. The model I am using is ssd_mobilenet_v2_oid_v4_2018_12_12. So I used export_tflite_ssd_graph.py: ...

I just want to get class data in my python script like: person, car, truck, dog but my output more than this. Also I can not use results as a string. Python script: from ultralytics import YOLO mo...

I have been experimenting trying to solve it for weeks. I am using Google Colaboratory since I got a MacBook Pro with an Apple chip that is not supported by TensorFlow. Here is the Google Col...

I have trained a YOLOv8 object detection model using a custom dataset, and I want to convert it to a Core ML model so that I can use it on iOS. After exporting the model, I have a converted model t...

I'm trying to install Tensorflow Object Detection API, following the steps at this link, which is the official installation's documentation for Tensorflow 2. git clone https://github.com/tensorflow...

I’m currently doing object detection on a custom dataset using transfer learning from a pytorch pretrained Faster-RCNN model (like in torchvision tutorial). I would like to compute validation loss ...

I have pretrained model for object detection (Google Colab + TensorFlow) inside Google Colab and I run it two-three times per week for new images I have and everything was fine for the last year ti...

I am experimenting with deep learning on images. I have about ~4000 images from different cameras with different light conditions, image resolutions and view angle. My question is: What kind of i...

I have the heatmap data for a vehicle detection project I'm working on but I'm at a loss for where to go next. I want to draw a generalized bounding box around the 'hottest' portions of the image. ...

I am developing an object detection model to detect ships using YOLO. I want to use the COCO dataset. Is there a way to download only the images that have ships with the annotations?

I have gone through a couple of YOLO tutorials but I am finding it some what hard to figure if the Anchor boxes for each cell the image is to be divided into is predetermined. In one of the guides ...

I'm trying to get Tensorflow's new Object Detection API working. I've followed the installation instructions, but when running the command python object_detection/builders/model_builder_test.py ...

I'm training a CNN with this [.config file][1]: rms_prop_optimizer: { learning_rate: { exponential_decay_learning_rate { initial_learning_rate: 0.004 decay_steps: 800720 decay_factor: 0.95 ...

I am building a custom vision application with Microsoft's CustomVision.ai. I am using this tutorial. When you tag images in object detection projects, you need to specify the region of each tagg...

In testing an object detection algorithm in large images, we check our detected bounding boxes against the coordinates given for the ground truth rectangles. According to the Pascal VOC challenges...

I am following the TensorFlow 2 Object Detection API Tutorial on a Macbook Here's what I got when running the given script for converting xmls to TFrecords Traceback (most recent call last): File ...

I want to convert my labels in yolo format to coco format I have tried https://github.com/Taeyoung96/Yolo-to-COCO-format-converter And Pylabel They all have a bugs. I want to train on detectron 2 b...