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https://github.com/yester31/TensorRT_Examples#set-up-a-virtual-environment
https://github.com/yester31/TensorRT_Examples#1-tensorrt-model-conversion-and-extension-a-practical-tutorial
1.1 TensorRT CPP APIhttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/timm_to_trt_cpp/README.md
1.2 TensorRT Python APIhttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/timm_to_trt_python1/README.md
1.3 Polygraphyhttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/timm_to_trt_python2/README.md
2.1 Dynamic batchhttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/dynamic_batch_trt/README.md
2.2 Dynamic input sizehttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/dynamic_input_size_trt/README.md
3.1 Adding a pre-processing layer by cudahttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/custom_layer/README.md
4.1 Extracting a feature map of the last Conv for Grad-Camhttps://github.com/yester31/TensorRT_Examples/blob/main/practical_tutorial/gradcam_trt/README.md
https://github.com/yester31/TensorRT_Examples#2-advanced-optimization-techniques-for-tensorrt-inference
1.1 Train Base Model (resnet18)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/base_model/README.md
1.2 Base TensorRT (fp16)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/base_trt/README.md
2.1 Explict Quantization (PTQ)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_ptq/README.md
2.2 Explict Quantization (QAT)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_qat/README.md
2.3 Explict Quantization (ONNX PTQ)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_moq/README.md
2.4 Implicit Quantization (TensorRT PTQ)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/trt_ptq/README.md
3.1 Sparsity (2:4 sparsity)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_sparsity/README.md
4.1 Pruninghttps://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_pruning/README.md
5.1 NAS(work in progress...)https://github.com/yester31/TensorRT_Examples/blob/main/optimization_techniques/tmo_nas/README.md
https://github.com/yester31/TensorRT_Examples#3-conversion-of-general-deep-learning-models-to-tensorrt
1.1 Real-ESRGANhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/Real-ESRGAN/README.md
2.1 Yolo11https://github.com/yester31/TensorRT_Examples/blob/main/general_models/Yolo11/README.md
2.2 Yolo12https://github.com/yester31/TensorRT_Examples/blob/main/general_models/Yolo12/README.md
2.3 D-FINEhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/D-FINE/README.md
2.4 YOLOXhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/YOLOX/README.md
2.5 Dome-DETRhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/Dome-DETR/README.md
2.6 RF-DETRhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/RF-DETR/README.md
2.7 RT-DETRhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/RT-DETR/README.md
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4.1 U-2-Net(Sky Segmentation)https://github.com/yester31/TensorRT_Examples/blob/main/general_models/U-2-Net/README.md
4.2 BEN2(Remove Background)https://github.com/yester31/TensorRT_Examples/blob/main/general_models/BEN2/README.md
4.3 MODNet(Portrait Matting)https://github.com/yester31/TensorRT_Examples/blob/main/general_models/MODNet/README.md
4.4 ORMBG(Remove Background for images with humans)https://github.com/yester31/TensorRT_Examples/blob/main/general_models/ORMBG/README.md
5.1 EoMThttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/EoMT/README.md
6.1 Depth-Pro(Sharp Monocular Metric Depth)https://github.com/yester31/TensorRT_Examples/blob/main/general_models/Depth-Pro/README.md
7.1 Gaze-LLEhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/Gaze-LLE/README.md
8.1 SAM2https://github.com/yester31/TensorRT_Examples/blob/main/general_models/SAM2/README.md
8.2 EfficientViT-SAMhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/EfficientViT-SAM/README.md
9.1 RAFThttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/RAFT/README.md
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9.4 NeuFlowhttps://github.com/yester31/TensorRT_Examples/blob/main/general_models/NeuFlow/README.md
https://github.com/yester31/TensorRT_Examples#4-reference
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