Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

training yolov4 tiny

See original GitHub issue

is it possible to train yolov4 tiny weights? I tried to train on yolo-tiny weights, specified their path in the JSON config file. like so:

    "model": {
        "framework": "darknet",
        "model_name": "yolov4",
	    "custom_weights": {
            "enable": true,
            "name": "yolov4-tiny.weights"
        },

but the output files were: Screenshot from 2021-02-01 13-05-58

the initial weights are 24.3 Mb (tiny weights) and all others are 256 Mb (full wights). am I doing something wrong here?

Issue Analytics

State:
Created 3 years ago
Comments:13 (6 by maintainers)

Top GitHub Comments

1reaction

hadikoubcommented, Feb 15, 2021

In the meantime, you can only specify one cfg file in ./config/darknet/yolov4_default_cfgs/ and use it.

1reaction

hadikoubcommented, Feb 1, 2021

As shown in the output the custom weight is being copied and used. 2021-02-01 14:01:55,111 Events Log : INFO Copying yolov4-tiny file to needed location the naming of the output weights is not related to the custom_weight but related to the model_name

Top Results From Across the Web

TRAIN A CUSTOM YOLOv4-tiny OBJECT DETECTOR USING ...

In this tutorial, we will be training our custom detector for mask detection using YOLOv4-tiny and Darknet. YOLOv4-tiny is preferable for real-time object ......

Train YOLOv4-tiny on Custom Data - Lightning Fast Object ...

Kicking off training: YOLOv4-tiny training fast! Approx. 1 hour training time for 350 images on a Tesla P-100.

Train a custom YOLOv4-tiny detector using Google Colab

FOLLOW THESE 12 STEPS TO TRAIN AN OBJECT DETECTOR USING YOLOv4-tiny · Clone the Darknet git repository · Create yolov4-tiny and training folders...

Train a yolov4-tiny on the custom dataset using google colab.

YOLOV4 -tiny is a compressed version of YOLOV4. Its main objective is to make the network structure simpler and reduce parameters so that...

YOLOv4-tiny — TAO Toolkit 4.0 documentation

YOLOv4 -tiny is an object detection model that is included in the TAO Toolkit. YOLOv4-tiny supports the following tasks: dataset_convert. kmeans. train.