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Update Readme

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Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
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Micaela Verucchi
2021-11-24 18:20:26 +01:00
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@@ -17,10 +17,15 @@ If you use tkDNN in your research, please cite the [following paper](https://iee
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### What's new (20 July 2021)
### What's new
#### 20 July 2021
- [x] Support to sematic segmentation [README](docs/README_seg.md)
- [x] Support 2D/3D Object Detection and Tracking [README](docs/README_2d3dtracking.md)
- [ ] Support to TensorRT8 (WIP)
#### 24 November 2021
- [x] Support to sematic segmentation on cuda 11
- [x] Support to TensorRT8 (thanks to [Harshvardhan Chandirasekar](https://github.com/perseusdg)).
TensorRT8 (and therefore Jetpack 4.6) is currently supported only on the branch tensorrt8 due to [performance issue with TensorRT8](https://docs.nvidia.com/deeplearning/tensorrt/release-notes/tensorrt-8.html)). We will merge it to the master as soon as those issues are fixed (probably in future minor releases).
## FPS Results
Inference FPS of yolov4 with tkDNN, average of 1200 images with the same dimension as the input size, on