TensorRT-For-YOLO-Series
tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6, YOLOv5), nms plugin support (by Linaom1214)
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API (by wang-xinyu)
| TensorRT-For-YOLO-Series | tensorrtx | |
|---|---|---|
| 1 | 3 | |
| 793 | 6,598 | |
| - | - | |
| 3.5 | 8.4 | |
| 8 months ago | 5 days ago | |
| C++ | C++ | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
TensorRT-For-YOLO-Series
Posts with mentions or reviews of TensorRT-For-YOLO-Series.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-12.
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Implementation of YOLO in python or C++?
For GPU inference, we use TensorRT, and this is what I’m working off of: https://github.com/Linaom1214/TensorRT-For-YOLO-Series/tree/main/cpp
tensorrtx
Posts with mentions or reviews of tensorrtx.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-06.
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A Three-pronged Approach to Bringing ML Models Into Production
In terms of the latter, this is quite common when employing non-standard SOTA models. You may discover a variety of TensorRT implementations on the web if you want to use popular models—for example, in the project where we needed to train an object-detection algorithm on Rutorch and deploy it on Triton, we used many cases of PyTorch -> TensorRT -> Triton. The implementation of the model on TensoRT was taken from here. You may also be interested in this repository, as it contains many current implementations supported by developers.
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Dall-E 2
I'll try them out. I have an RTX 2070, which apparently supports fp16. But it only has 8GB RAM.
I used the instructions here to check: https://github.com/wang-xinyu/tensorrtx/blob/master/tutorial...
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Increasing usb cam FPS with Yolov5 on a Jetson Xavier NX?
Optimize your model using TensorRT. There is a good implementation here: https://github.com/wang-xinyu/tensorrtx/tree/master/yolov5