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# For deployment of GPU/TensorRT, please refer to examples/vision/detection/paddledetection/python
import cv2
import fastdeploy.vision as vision
im = cv2.imread("000000014439.jpg")
model = visio…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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Our target is to use object detection API on NVIDIA Jetson platform.
Here are some experiments:
## tf.where op takes long time on GPU
**1.** Test on a TITAN Z PC
**2.** Model: ssd_mobilenet_v1…
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Hello, I try to perform CNV detection with infercnvpy with rapids_singlecell integrated 1 M cells.
It still work slow.
Any suggestion to speed up the process of CNV detection?
Could rapids_singlec…
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### Preliminary Checks
- [X] This issue is not a duplicate. Before opening a new issue, please search existing issues.
- [X] This issue is not a question, feature request, or anything other than a…
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Hi, thank you for your work on this task!
I was trying to inference the model on a custom dataset, I saw that 1 device gave a slow speed, therefore, I was trying using 2 GPUs by setting the --parra…
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Is it possible to train pvanet in a single machine with multiple gpus?
According to "https://github.com/rbgirshick/py-faster-rcnn/issues/107", python layer makes it not possible to use multiple gpu…
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**Describe the bug**
Tensorflow GPU support existing in command line python is not available in Jupyter notebooks started from same conda environment.
**To Reproduce**
Follow the steps to install…
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In real-time streaming image analysis, such as rtmp and rtsp, we use emgucv, opencvsharp... or other tools to pull the stream, and capture the image in it for object detection and object classificatio…
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### OS Platform and Distribution
Linux Ubuntu 24.04
### Compiler version
gcc version 13.2.0 (Ubuntu 13.2.0-23ubuntu4)
### Programming Language and version
C++ 17
### Installed using …