YOLOv5 + Roboflow Custom Training Tutorial

Roboflow has partnered with Ultralytics to streamlining YOLOv5 on your custom dataset. With a single code snippet you can use Roboflow to manage, label, and host your datasets for use with your custom YOLOv5 model.
Resources:
📢 Announcement: blog.roboflow.com/yolov5-part...
🧑‍💻 YOLOv5 Repo: github.com/ultralytics/yolov5
📓 Custom Training Tutorial and Notebook: colab.research.google.com/git...
🖖 Train/Test Split: blog.roboflow.com/train-test-...
💻 Project Templates: roboflow.com/templates
📓 Learn more about YOLOv5 and other Computer Vision models with Roboflow Notebooks: github.com/roboflow-ai/notebooks
00:00 - 2:03 Partnership Intro
2:04 - 3:38 Tutorial Intro
3:49 - 9:24 Prepping Our Dataset
9:25 - 11:16 Training
11:17 - 11:58 Trying Our Model
11:58 - 12:30 Free Datasets

[@uzayyolcusu-uzaylbaksyalnz9959]

I would like to thank you for your computer vision terms article on your website. I was searching for CV methods and I had a real issue with all new words until I see this. So I want to appreciate via your youtube channel :)

[@BrunaOliveira-io2wr]

awesome video!! thank you sooo much

[@__________________________6910]

Thanks Roboflow.

[@LGN.420]

thank you i just finished my aimbot model, goat

[@burakkcms3479]

Make it very easy to grasp the concept. Thanx for this video. I am just wondering if i can obtain the pixel locations of the bounding boxes of test images.

[@meow9874]

Hi after doing all of this how do you test this model with a new image and return an output? I exported this google colab as a zip file and opened in VSC, but im not sure how to make it run again to receive an image and classify it

[@swagatggautam6630]

500th person to like this. Damn. It made my AI course just so much easier.

[@Team-fh2rr]

Good day! We have some issues with object detection on custom datasets and would be appreciated any advice. Is it possible to have a 1-hours consultation? How much will it cost?

[@yazanrisheh5127]

Subbed!

[@codevlogs9100]

I successfully trained my custom dataset on your notebook but it doesn't display the test images. The images I used for training were in png format.

[@johnwhite9906]

Hi, I have a mistake: SyntaxError: invalid syntax when I copy and paste my link to the notebook, please advise why? thank you in advance.

[@hinainam5037]

Hi can you please explain how can we find the accuracy of model

[@Readwithaami]

Is yolov5 light weight ? If I want to implement it in hardware.

[@SaifulIslam-jn3pr]

After Augmentation in Roboflow, my classes value is changed. It gives the wrong class value . how can I fix it?

[@shalawmshir8296]

How to feed tello drone with the export model?

[@stephennacion1359]

Hi can I deploy in roboflow my custom trained yolo model?

[@muhammadsutttrisno]

how to can get file weight after training and then running data training result on yolov5

[@abinayakalyanaraman5982]

I only annotated the dataset in roboflow. I don't have the annotations files. What should I do for that? Can roboflow create the annotations file by itself? 5:32

[@averagemoe7879]

When I run the training in step 3, I get error python3: can't open file '/content/train.py': [Errno 2] No such file or directory. How do I add the images file where I have my annotated images?

[@YigalBZ]

Could it be the process has changed? I don't see the link to the colab.

[@somyakumar9658]

where did you get the dataset folder?

[@snehitvaddi]

Hey there! Can you share any blog or resource on how to deploy the Roboflow trained YoloV5 model using Flask or OpenCV?

[@Roboflow]

Easiest way is with Roboflow Deploy (but to do this you use Roboflow Train vs this colab to train the model) then it deploys it for you as an API or you can use Docker to run it locally. roboflow.com/deploy

[@hammadyounas2688]

Great content Can you please also make a tutorial on Object counting and tracking using Yolov5?

[@boualythipphavong1092]

+1

[@kuaranir2440]

Why do you use python and CLI mix?

[@ilmanrahmanhasibuan3558]

Great video,hey is there a tutorial on how to convert the model to tensorflowlite and use it on an android app?

[@Roboflow]

You'll want to convert to TFRecord: roboflow.com/formats/tensorflow-tfrecord Then convert to TFLite: www.tensorflow.org/lite/models/convert

[@MiguelRodriguez-wn8mc]

good explanation see what I saw in the video I can train a model with roboflow and then use with ML5 and p5.js with cocossd or yolo

[@sebastiancastro63]

Nice Video! I did it step by step but when I went to run model I got this warning: Dataset not found, nonexistent paths: ['/content/valid/images'], what could this mean?

[@tektronix475]

It Unzip images n labesl to /content/datasets, but then tries to retrieve them from /content/valid/images it seems. Already posted this issue to ultralitycs github repo >issues.

[@tektronix475]

already fixed!

[@harchindra]

Your colab code is not working. Error in second snippet of colab only

[@Roboflow]

Sorry about that! Looks like a dependency mismatch was causing pip to install the wrong version of the package. Should be fixed now with the latest colab.

[@marcjudebergado5353]

Can anybody help me how to train this on my local computer? I'm exploring and I have no idea how this works. Any help will be appreciated thanks.

[@Roboflow]

Hi! Where did you get stuck?

[@nattakitpinyorattanakit8616]

I want to make a clip about using weights to predict images that I've never seen.

[@omerkaya5669]

Exception: Dataset not found I am facing this error, what can I do?

[@Roboflow]

Could you create an issue here: github.com/roboflow/notebooks/issues and describe your problems?

[@Gounesh]

Hello guys! Incredible work you guys’ve made! Is it possible I can connect with you guya via email about a project of mine? General Surgeoun here, would like to ask couple questions about this!

[@Roboflow]

Feel free to post in our public forum! discuss.roboflow.com/

[@michelebianchi7861]

nothing worked lol

[@RangaMadusanka-xe1fz]

notebook is so different now

[@Roboflow]

I’m so sorry for that. A lot have changed in YOLOv5 since video was recorded.

[@manojsamal7780]

every time i upload data its gets me images as 0 images if i still save and do continue rubbish roboflow i wasted my time

[@afriquemodel2375]

yolo is very strong always bad tutorial