Topics / #tensorrt

Tensorrt projects on GitHub

Accelerating deep learning inference with NVIDIA TensorRT optimization.

As of October 18, 2026, the most-starred Tensorrt projects on GitHub are yolov5 (58.2K stars), TensorRT (13.4K stars) and server (11.1K stars). GitHub.Locker tracks 11 Tensorrt repositories with 120.3K stars combined. The fastest-growing on October 17 was RelateAnything, with +8 stars in a day.

11Projects

120.3KStars in total

+22Stars in a day

Browse in the catalog →github.com/topics/tensorrt ↗

Hot right now

Most stars gained in a day · Oct 17

RelateAnything

Maelic/RelateAnything · ★ 1.1K

RelateAnything is a real-time, open-vocabulary relation prediction model: give it an image, object regions and the relations to look for, and it returns scored (subject, relation, object) triplets like person → riding → horse.

yolov5

ultralytics/yolov5 · ★ 58.2K

YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.

GR00T-WholeBodyControl

NVlabs/GR00T-WholeBodyControl · ★ 3.8K

NVIDIA GR00T Whole-Body Control — a codebase hosting pretrained checkpoints plus training, evaluation, and deployment code for advanced humanoid robot controllers: the Decoupled WBC used in GR00T N1.5/N1.6, the GEAR-SONIC series, and MotionBricks.

TensorRT

NVIDIA/TensorRT · ★ 13.4K

TensorRT is NVIDIA's SDK for high-performance deep learning inference on NVIDIA GPUs. This repository holds the open source components: plugins, the ONNX parser, and sample applications that demonstrate TensorRT usage.

The all-time top

11 projects · by stars

#1 · ultralytics/yolov5
yolov5
YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.
58.2K
#2 · NVIDIA/TensorRT
TensorRT
TensorRT is NVIDIA's SDK for high-performance deep learning inference on NVIDIA GPUs. This repository holds the open source components: plugins, the ONNX parser, and sample applications that demonstrate TensorRT usage.
13.4K
#3 · triton-inference-server/server
server
Triton Inference Server is an open source serving system for deploying trained AI models from frameworks like TensorRT, PyTorch, ONNX, OpenVINO, Python and RAPIDS FIL, running inference requests over HTTP/REST or gRPC.
11.1K

4
StreamDiffusion
10.8Kcumulo-autumn/StreamDiffusion · Python
StreamDiffusion is a pipeline-level library for real-time, interactive diffusion image generation, letting you turn text prompts or a live webcam/screen feed into generated images at high frame rates.
5
YOLOX
10.7KMegvii-BaseDetection/YOLOX · Python
YOLOX is an object detector: an anchor-free version of YOLO with a simpler design but better performance, built to bridge the gap between research and industrial communities. The project says it outperforms YOLOv3-v5.
6
yolov3
10.6Kultralytics/yolov3 · Python
Ultralytics' PyTorch implementation of the YOLOv3 real-time object detector, packaging three model variants - YOLOv3, YOLOv3-SPP and YOLOv3-tiny - with training, validation, inference and multi-format export tooling.
7
GR00T-WholeBodyControl
3.8KNVlabs/GR00T-WholeBodyControl · Python
NVIDIA GR00T Whole-Body Control — a codebase hosting pretrained checkpoints plus training, evaluation, and deployment code for advanced humanoid robot controllers: the Decoupled WBC used in GR00T N1.5/N1.6, the GEAR-SONIC series, and MotionBricks.
8
RelateAnything
1.1KMaelic/RelateAnything · Python
RelateAnything is a real-time, open-vocabulary relation prediction model: give it an image, object regions and the relations to look for, and it returns scored (subject, relation, object) triplets like person → riding → horse.
9
ComfyUI-H3VAE_TRT
254lihaoyun6/ComfyUI-H3VAE_TRT · Python
A ComfyUI custom node that runs the MiniMax-H3 VAE as a compiled TensorRT engine instead of the regular one, making it up to 1.7x faster.
10
flex-pi
225geyan21/flex-pi · Python
Flex-π is a 6B-parameter world-action model for robot manipulation that jointly predicts future RGB, 3D pointmaps, DINOv3 semantics, and actions from one checkpoint, so it can deploy as a VLA, a full world model, or anything in between.
11
High-Angle_Robust_Fast_FaceAlignment
196PINTO0309/High-Angle_Robust_Fast_FaceAlignment · Python
HRFFA is a training, distillation and ONNX deployment pipeline for whole-head face alignment that stays robust at extreme head poses (looking up/down, full 360° roll, profile views) while being light enough for CPU inference.