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computervision

This repository comprises the work for an academic project in the context of Computer Vision. We built a system that reads in a file, scans an image in search for a license plate, and if one was found outputs the characters on this license plate.

deepstream-yolo-triton-server-rtsp-out

The Purpose of this repository is to create a DeepStream/Triton-Server sample application that utilizes yolov7, yolov7-qat, yolov9 models to perform inference on video files or RTSP streams.

deepstream-yolov7-triton-server-rtsp-out

docker-yolov7-nvidia-kit

This repository provides an out-of-the-box deployment solution for creating an end-to-end procedure to train, deploy, and use Yolov7 models on Nvidia GPUs using Triton Server and Deepstream.

docker_images

This repository provides a set of Images Docker used on my Projects.

document-forgery-detection-1

Detecting fake and false documents and images using computer vision

label_lprnet

Label LPRNET is a graphical image annotation tool for ocr text annotation

nvdsinfer_yolo_efficient_nms

This repository provides a custom implementation of parsing function to the Gst-nvinferserver plugin when use YOLOv7/YOLOv9 model served by Triton Server using the Efficient NMS plugin exported by ONNX.

nvdsinfer_yolov7_efficient_nms

NvDsInferYolov7EfficientNMS for Gst-nvinferserver

road-traffic-analytics

Road Traffic Analytics - application that analyze vehicle traffic situation using NVIDIA DeepStream SDK

triton-client-yolo

This repository utilizes the Triton Inference Server Client, which streamlines the complexity of model deployment.

triton-server-yolo

This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes

triton-server-yolov7

yolo_deepstream

yolo model qat and deploy with deepstream&tensorrt

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

yolov9-perfomance

yolov9-qat

Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.