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https://github.com/nobuotsukamoto/tensorrt-examples

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)
https://github.com/nobuotsukamoto/tensorrt-examples

computer-vision deep-learning jetson object-detection pose-estimation python segmentation super-resolution tensorrt

Last synced: 14 days ago
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TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Host: GitHub
URL: https://github.com/nobuotsukamoto/tensorrt-examples
Owner: NobuoTsukamoto
License: mit
Created: 2021-06-28T12:10:36.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2023-11-10T23:50:55.000Z (about 1 year ago)
Last Synced: 2024-10-23T13:39:25.091Z (22 days ago)
Topics: computer-vision, deep-learning, jetson, object-detection, pose-estimation, python, segmentation, super-resolution, tensorrt
Language: Jupyter Notebook
Homepage:
Size: 10.5 MB
Stars: 92
Watchers: 4
Forks: 23
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # TensorRT Examples

## About

TensorRT examples (Jetson, Python/C++)

## List of samples

|Object detection|Pose estimation|

|:--|:--|

|[TensorFlow Lite to TensorRT SSDLite](python/detection/README.md)
[EfficientDet-Lite C++ CMake Examples in TensorRT](cpp/efficientdet/README.md)|[TensorFLow Lite to TensorRT PoseNet](python/posenet/README.md)

|![detection](images/detection.gif)|![posenet](images/posenet.gif)|

|MIRNet|ESRGAN|

|:--|:--|

|[TensorFlow Lite to TensorRT MIRNet](python/mirnet/README.md)|[ONNX to TensorRT ESRGAN](python/esrgan/README.md)|[ONNX to TensorRT ESRGAN](python/esrgan/README.md)|

|![mirnet](images/mirnet.gif)|![esrgan](images/esrgan.png)|![esrgan](images/esrgan.png)|

|U^2-Net|

|:--|

|[ONNX to TensorRT U^2-Net](python/u2net/README.md)|

|![u^2-net](images/u2net.gif)|

|Face landmark|Yu-Net|

|:--|:--|

|[ONNX to TensorRT Face landmark](python/face_landmark/README.md)|[ONNX to TensorRT Yu-Net](python/yunet/README.md)|

|![face-landmark](images/keypoint.gif)|![Yu-Net](images/yunet.gif)|

| DeepLab v3+ EdgeTPUV2 and AutoSeg EdgeTPU|

|:--|

|[Convert ONNX Model and otimize the model  using openvino2tensorflow and tflite2tensorflow.](python/deeplabv3_edgetpuv2/README.md)|

|YouTube Video Link
[![](https://img.youtube.com/vi/EDffgHSg11A/0.jpg)](https://youtu.be/EDffgHSg11A)|

|Ultra-Fast-Lane-Detection|Fast-SCNN|

|:--|:--|

|[ONNX to TensorRT Ultra-Fast-Lane-Detection](python/ultra_fast_lane_detection/README.md)|[ONNX to TensorRT Fast-SCNN](python/fast_scnn/README.md)|

|YouTube Video Link
[![](https://img.youtube.com/vi/gsqi37XZF9M/0.jpg)](https://youtu.be/gsqi37XZF9M)|YouTube Video Link
[![](https://img.youtube.com/vi/Lg6BvEgN9AA/0.jpg)](https://youtu.be/Lg6BvEgN9AA)|

|MOSAIC|FFNet|

|:--|:--

|[TensorRT MOSAIC](python/mosaic/README.md)|[TensorRT FFNet](python/ffnet/README.md)|

|YouTube Video Link
[![](https://img.youtube.com/vi/UIz-RiN22hY/0.jpg)](https://youtu.be/UIz-RiN22hY)|YouTube Video Link
[![](https://img.youtube.com/vi/iOedtW8lRdQ/0.jpg)](https://youtu.be/iOedtW8lRdQ)|

## LICENSE

The following files are licensed under [NVIDIA/TensorRT](https://github.com/NVIDIA/TensorRT).

- [common.py](python/detection/common.py)

  

## Reference

- [TensorRT](https://github.com/NVIDIA/TensorRT)

- [ONNX](https://github.com/onnx/onnx)

- [ONNX Runtime](https://github.com/microsoft/onnxruntime)

- [tf2onnx](https://github.com/onnx/tensorflow-onnx)

- [TensorRT Backend For ONNX](https://github.com/onnx/onnx-tensorrt)

- [TensorFlow Model Garden](https://github.com/tensorflow/models)