Jetson inference training

yujy9014 · September 1, 2020, 6:28am

I want to learn a human model as a person, as shown in the picture above. Is there any good way?

AastaLLL · September 1, 2020, 7:48am

Hi,

Please check this tutorial for collecting a customized database and re-training:

dusty-nv/jetson-inference/blob/master/docs/pytorch-collect-detection.md

<img src="https://github.com/dusty-nv/jetson-inference/raw/master/docs/images/deep-vision-header.jpg" width="100%">
<p align="right"><sup><a href="pytorch-plants.md">Back</a> | <a href="../README.md#hello-ai-world">Next</a> | </sup><a href="../README.md#hello-ai-world"><sup>Contents</sup></a>
<br/>
<sup>Transfer Learning - Object Detection</sup></s></p>

# Collecting your own Detection Datasets

The previously used `camera-capture` tool can also label object detection datasets from live video:

<img src="https://github.com/dusty-nv/jetson-inference/raw/dev/docs/images/pytorch-collection-detect.jpg" >

When the `Dataset Type` drop-down is in Detection mode, the tool creates datasets in [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/) format (which is supported during training).

> **note:** if you want to label a set of images that you already have (as opposed to capturing them from camera), try using a tool like [`CVAT`](https://github.com/openvinotoolkit/cvat) and export the dataset in Pascal VOC format.  Then create a labels.txt in the dataset with the names of each of your object classes.

## Creating the Label File

Under `jetson-inference/python/training/detection/ssd/data`, create an empty directory for storing your dataset and a text file that will define the class labels (usually called `labels.txt`).  The label file contains one class label per line, for example:

``` bash

This file has been truncated. show original

Thanks.

Topic		Replies	Views
How can i create my own real time detection program using detectnet with custom dataset Jetson Nano jetson-inference	4	337	June 3, 2024
Collecting our own Detection Datasets with pictures Jetson Xavier NX ai-training	5	849	October 18, 2021
Train_ssd.py -- Not found under jetson-inference/python/training/detection/ssd Jetson Nano ai-training	2	1495	October 18, 2021
Collection Data for Detection is not training? Jetson TX2 jetson-inference	12	1105	October 18, 2021
Camera-capture from jpg.files Jetson Nano jetson-inference	2	550	October 15, 2021
Custom object detection from new images dataset using Jetson Nano Jetson Nano opencv , tensorflow , jetson-inference	2	899	October 15, 2021
Help Required for Custom Real Time Object Detection Through Jetson Nano and Pi v2 Camera on my own Dataset Jetson Nano	5	525	October 14, 2021
Train custom object detectio model Jetson Nano ai-training	12	3245	October 18, 2021
Semi Supervised Learning using Jetson Nano Jetson Nano jetson-inference	2	473	February 23, 2023
Googlenet training on Jetson Nano Jetson Nano ai-training	2	587	October 18, 2021

Jetson inference training

Related topics