louisoutin / yolov5_torchserve
Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready and real time inference.
☆95Updated last year
Related projects ⓘ
Alternatives and complementary repositories for yolov5_torchserve
- ☆53Updated 2 years ago
- ☆53Updated 2 years ago
- Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platform…☆88Updated last year
- This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server☆279Updated 2 years ago
- Python version for NVIDIA Deepstream's LPR. https://developer.nvidia.com/blog/creating-a-real-time-license-plate-detection-and-recognitio…☆32Updated 3 years ago
- Yolov5 TensorRT Implementations☆67Updated last year
- deploy yolox algorithm use deepstream☆89Updated 2 years ago
- FastAPI Wrapper of YOLOv5☆109Updated 2 years ago
- YOLOv5 in TensorRT☆138Updated 2 years ago
- YOLOv4 Implemented in Tensorflow 2.1,which supports training on custom dataset.☆25Updated 4 years ago
- More Than YOLO(v3, v4, v3-tiny, v4-tiny)☆150Updated 2 years ago
- Deepstream app use retinaface and arcface for face recognition.☆60Updated 2 months ago
- YOLOv4 accelerated wtih TensorRT and multi-stream input using Deepstream☆36Updated 3 years ago
- Exporting YOLOv5 for CPU inference with ONNX and OpenVINO☆36Updated 3 months ago
- A Tensorflow2.x implementation of Scaled-YOLOv4 as described in Scaled-YOLOv4: Scaling Cross Stage Partial Network☆47Updated 2 years ago
- NVIDIA Deepstream 6.1 Python boilerplate☆134Updated last year
- Notebooks and more to help you get started. Including the PyLabeler Jupyter based labeling tool.☆113Updated last year
- Deep learning based object tracking with line crossing and area intrusion detection☆151Updated 2 years ago
- ☆37Updated 3 years ago
- Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxn…☆211Updated 3 years ago
- An implementation of a tracker using yolov4, tf and sort_tracker. (still in development)☆24Updated 2 years ago
- How to deploy open source models using DeepStream and Triton Inference Server☆74Updated 4 months ago
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆61Updated last year
- By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantizati…☆55Updated last year
- This is the github repository for converting craft pretrained model to tflite version☆32Updated 3 years ago
- How to deploy ONNX models using DeepStream on Jetson Nano☆100Updated 3 years ago
- GitHub repo for my article at https://towardsdatascience.com/indian-car-license-plate-detection-using-yolo-v5-ae2574578175☆63Updated last year
- ☆80Updated 3 years ago
- This is a repo with a Triton Server deployment template☆23Updated 3 months ago
- YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.☆63Updated 3 years ago