Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

docs(tensorrt-yolo): add how to convert #1339

Merged
merged 4 commits into from
Jul 14, 2022
Merged

docs(tensorrt-yolo): add how to convert #1339

Changes from 2 commits
Commits
Show all changes
4 commits
Select commit Hold shift + click to select a range
ab6167f
docs(tensorrt_yolo): add explanation of convert code
Shin-kyoto Jul 13, 2022
14ea09c
docs(tensorrt_yolo): add aws link for yolo models
Shin-kyoto Jul 13, 2022
aeb2066
Update perception/tensorrt_yolo/README.md
Shin-kyoto Jul 13, 2022
c657fdb
Merge branch 'main' into docs/add_how_to_convert
Shin-kyoto Jul 14, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
20 changes: 14 additions & 6 deletions perception/tensorrt_yolo/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -68,25 +68,33 @@ This package includes multiple licenses.

## Onnx model

All YOLO onnx models are converted from original model. Please refer to original repositories if you need information about training datasets and conditions.
Shin-kyoto marked this conversation as resolved.
Show resolved Hide resolved

### YOLOv3

[YOLOv3](https://drive.google.com/uc?id=1ZYoBqVynmO5kKntyN56GEbELRpuXG8Ym "YOLOv3"): Converted from darknet [weight file](https://pjreddie.com/media/files/yolov3.weights "weight file") and [conf file](https://github.com/pjreddie/darknet/blob/master/cfg/yolov3.cfg "conf file").
[YOLOv3](https://awf.ml.dev.web.auto/perception/models/yolov3.onnx "YOLOv3"): Converted from darknet [weight file](https://pjreddie.com/media/files/yolov3.weights "weight file") and [conf file](https://github.com/pjreddie/darknet/blob/master/cfg/yolov3.cfg "conf file").

- [This code](https://github.com/wep21/yolo_onnx_converter) is used for converting darknet weight file and conf file to onnx.

### YOLOv4

[YOLOv4](https://drive.google.com/uc?id=1vkNmSwcIpTkJ_-BrKhxtit0PBJeJYTVX "YOLOv4"): Converted from darknet [weight file](https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v3_optimal/yolov4.weights "weight file") and [conf file](https://github.com/AlexeyAB/darknet/blob/master/cfg/yolov4.cfg "conf file").
[YOLOv4](https://awf.ml.dev.web.auto/perception/models/yolov4.onnx "YOLOv4"): Converted from darknet [weight file](https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v3_optimal/yolov4.weights "weight file") and [conf file](https://github.com/AlexeyAB/darknet/blob/master/cfg/yolov4.cfg "conf file").

[YOLOv4-tiny](https://awf.ml.dev.web.auto/perception/models/yolov4-tiny.onnx "YOLOv4-tiny"): Converted from darknet [weight file](https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v4_pre/yolov4-tiny.weights "weight file") and [conf file](https://github.com/AlexeyAB/darknet/blob/master/cfg/yolov4-tiny.cfg "conf file").

- [This code](https://github.com/wep21/yolo_onnx_converter) is used for converting darknet weight file and conf file to onnx.

### YOLOv5

Refer to [this guide](https://github.com/ultralytics/yolov5/issues/251 "guide")

- [YOLOv5s](https://drive.google.com/uc?id=1CF21nQWigwCPTr5psQZXg6cBQIOYKbad "YOLOv5s")
- [YOLOv5s](https://awf.ml.dev.web.auto/perception/models/yolov5s.onnx "YOLOv5s")

- [YOLOv5m](https://drive.google.com/uc?id=1a1h50KJH6slwmjKZpPlS-errukF-BrgG "YOLOv5m")
- [YOLOv5m](https://awf.ml.dev.web.auto/perception/models/yolov5m.onnx "YOLOv5m")

- [YOLOv5l](https://drive.google.com/uc?id=1xO8S92Cq7qrmx93UHHyA7Cd7-dJsBDP8 "YOLOv5l")
- [YOLOv5l](https://awf.ml.dev.web.auto/perception/models/yolov5l.onnx "YOLOv5l")

- [YOLOv5x](https://drive.google.com/uc?id=1kAHuNJUCxpD-yWrS6t95H3zbAPfClLxI "YOLOv5x")
- [YOLOv5x](https://awf.ml.dev.web.auto/perception/models/yolov5x.onnx "YOLOv5x")

## Limitations

Expand Down