AI & ALGORITHMS

How to run DeepSeek R1 AI Model on Dsboard ORNX Locally

WHAT YOU WILL LEARN? 1-Install CUDA 2-Install Ollama 3-Install Open-Webui 4-Open The Website 5-Videos About The Process ENVIRONMENT Hardware: DSBOARD-ORNX OS: JetPack 6x How to run...

How to Run Yolov9 Real Time Object Detection on MILBOARD AGX

WHAT YOU WILL LEARN? 1- Download the requirement package via terminal 2- Download the Deepstream-YOLO repo 3- Compile the Library 4- Run ENVIRONMENT Hardware:MILBOARD AGX OS:Ubuntu 20.04 ...

Achieve a 70% Generative AI Performance Boost with Jetson Orin™ Nano & NX Super Mode

Unlock groundbreaking performance with NVIDIA's Super Mode for Jetson Orin™ Nano and Orin™ NX modules. Boost generative AI efficiency, explore Forecr's product compatibility, and experience up to 1...

Comparison of Benchmark Test Performance on NVIDIA® Jetson™ AGX Xavier™, Jetson™ Xavier™ NX and Jetson™ Nano™

WHAT YOU WILL LEARN? 1- Cloning the test repository 2- Setting up the benchmark test 3- Testing the performance in each device ENVIRONMENT Hardware 1: Jetson AGX Xavier Developer Kit ...

How to Download & Build MediaPipe on NVIDIA Jetson Xavier NX?

WHAT YOU WILL LEARN? 1. How to Download & Build MediaPipe? 2. How to Install MediaPipe? ENVIRONMENT Hardware: DSBOX-NX2 Xavier-NX 16GB with NVME SSD OS: JetPack-5.0.2 In this blog-...

How to Download & Build DeepStream YOLOR on NVIDIA Jetson TX2NX?

WHAT YOU WILL LEARN? 1. How to Download & Build YOLOR? 2. How to Test YOLOR with a model? ENVIRONMENT Hardware: DSBOX-TX2NX OS: JetPack-4.6 In this blog-post, we will download &...

How to Train a YOLOv5 Object Detection Model in Google Colab?

WHAT YOU WILL LEARN? 1- How to Install the Required Packages? 2- How to Download the Custom Object Detection Dataset? 3- How to Create the Configuration Files? 4- How to Run the YOLOv5 Traini...

How to Train a Custom Object Detection Model with YOLOX?

WHAT YOU WILL LEARN? 1- How to Download Custom Dataset on Roboflow? 2- How to Prepare the Dataset? 3- How to Train the Model? 4- How to Evaluate the Model? 5- How to Test the Model? ENVIR...

How to Run Object Detection YOLOX on PyTorch with Docker on NVIDIA® Jetson™ Modules?

WHAT YOU WILL LEARN? 1- How to Download YOLOX? 2- How to Pull the Machine Learning Container? 3- How to Run Machine Learning Docker Container? 4- How to Test YOLOX Object Detection Algorithm? ...

Deepstream Yolov5 Benchmark on NVIDIA® Jetson™ & Xavier™ NX

WHAT YOU WILL LEARN? 1- How to Download and Build Yolov5 2- How to Test and Benchmark Yolov5 ENVIRONMENT Hardware: DSBOX-NX2 Industrial Box PC OS: Jetpack 4.5.0 In this blog post, we...

How to Train a Custom Image Classification Dataset using NVIDIA® Transfer Learning Toolkit?

WHAT YOU WILL LEARN? 1) How to configure the dataset? 2) How to train and prune the model? 3) How to retrain and export the pruned model? ENVIRONMENT Hardware: Corsair Gaming Desktop PC OS...

How to Integrate Custom TLT Classification Model to NVIDIA® Jetson™ Modules?

WHAT YOU WILL LEARN? 1- How to generate engine Using TLT-Converter? 2- How to Deploy the Model in Deepstream? ENVIRONMENT Hardware: DSBOX-NX2 OS: Jetpack 4.5 You can add custom HTML /...

How to Integrate Custom TLT Semantic Segmentation Model to NVIDIA® Jetson™ Modules?

WHAT YOU WILL LEARN? 1- How to Generate Engine Using tlt-converter? 2- How to Deploy the Model in Deepstream? ENVIRONMENT Hardware: DSBOX-NX2 OS: Jetpack 4.5 In this blog post, we w...

How to run TLT Object Detection Pre-Trained Models in Deepstream on NVIDIA® Jetson™ Modules?

WHAT YOU WILL LEARN? 1-How to install deepstream and configure your model files for object detection. 2-How to use deepstream-app to run object detection. ENVIRONMENT Hardware: DSBOX-N2(N...

How to Train a Custom Semantic Segmentation Dataset using NVIDIA® Transfer Learning Toolkit?

WHAT YOU WILL LEARN? 1- How to configure the dataset? 2- How to train and prune the model? 3- How to retrain the pruned model? How to export the model? ENVIRONMENT Hardware: Corsair Gamin...

How to Train a Custom Object Detection Dataset using NVIDIA® Transfer Learning Toolkit?

WHAT YOU WILL LEARN? 1- How to convert KITTI formatted dataset into TFRecords? 2- How to train and prune the model? 3- How to retrain the pruned model? 4-How to export the model? ENVIRONME...

How to Run Jetson Inference Example on Forecr Products (PoseNet)

WHAT YOU WILL LEARN? 1- How to make pose estimation using poseNet?  2- How to use camera to make a pose estimation?  ENVIRONMENT Hardware: DSBOX-NX2, Camera (MIPI CSI or V4L2) OS: Jetpack...

How to run Car License Recognition?

WHAT YOU WILL LEARN? 1- How to download TLT-converter? 2- How to download Project? 3- How to build and run car license plate recognition Project? ENVIRONMENT Hardware: DSBOX-N2 OS: Jetpac...

How to Train SSD-Mobilenet Model for Object Detection using PyTorch?

WHAT YOU WILL LEARN? 1-  How to Download the Dataset? 2-  How to Train the SSD-Mobilenet Model? 3-  How to Test Images with TensorRT for Object Detection? ENVIRONMENT Hardware: DSBOX-N2 O...

How to Train Your Own Dataset for Classification using PyTorch?

WHAT YOU WILL LEARN? 1-How to Collect Your Own Dataset? 2- How to Train Your Own Dataset? 3- How to Test Your Own Dataset? ENVIRONMENT Hardware: DSBOARD-NX2 OS: Jetpack 4.5 Camera: MIPI C...