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Open Source Computer Vision Deployment with Roboflow Inference 

Roboflow
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Description:
Today, we are open-sourcing the Roboflow Inference Server: our battle-hardened solution for using and deploying computer vision models in production, and announcing Roboflow Inference, an opinionated framework for creating standardized APIs around computer vision models.
Roboflow Deploy powers millions of daily inferences across thousands of models for hundreds of customers (including some of the world’s largest companies), and now we’re making the core technology available to the community under a permissive, Apache 2.0 license.
Chapters:
- 00:00 Introduction
- 01:17 Docker
- 03:24 Image Client
- 08:14 Video Client
- 09:58 Models
- 11:19 Outro
Resources:
- 🌏 Roboflow: roboflow.com
- 🖼️ Roboflow Inference Repository: github.com/roboflow/inference
- 📚 Roboflow Notebooks Repository: github.com/roboflow/notebooks
- 🌌 Roboflow Universe: universe.roboflow.com
- 🗞️ Open Source Computer Vision Deployment with Roboflow Inference Blog Post: blog.roboflow.com/open-source...
- 🚀 Inference Client Examples Repository: github.com/roboflow/inference...
Remember to like, comment, and subscribe for more content on AI, computer vision, and the latest technological breakthroughs! 🚀
Stay updated with the projects I'm working on at github.com/roboflow and github.com/SkalskiP! ⭐

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5 авг 2024

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Комментарии : 24   
@MrT12359
@MrT12359 8 месяцев назад
As always, great video Peter! I can get inference server up and running in docker using the GPU image, but not the tensorrt image. I will keep troubleshooting, it is teaching me a lot about docker 😁
@enthuesd
@enthuesd 6 месяцев назад
Superb presentation thank you
@user-ox2sc7cq3n
@user-ox2sc7cq3n 11 месяцев назад
Liked You sir for such helpful stuff.
@mrbot4one
@mrbot4one 11 месяцев назад
Thank you brother for the one of a kind help and support in computer vision.
@Roboflow
@Roboflow 11 месяцев назад
We are doing our best :) Thanks a lot!
@mrbot4one
@mrbot4one 11 месяцев назад
Literally I was a noob before starting and thinking to give up . But you guys came to rescue. Much love from INDIA @@Roboflow
@SkalskiP
@SkalskiP 11 месяцев назад
@@mrbot4one This is no nice to hear :) Biggest complement I could get!
@enthuesd
@enthuesd 6 месяцев назад
Me too this was helpful in clearing up my confusion
@tomaszbazelczuk4987
@tomaszbazelczuk4987 11 месяцев назад
Great video as usual 👍
@Roboflow
@Roboflow 11 месяцев назад
Thanks a lot! Next one is coming soon.
@gauravlochab9614
@gauravlochab9614 11 месяцев назад
thanks for open sourcing this library very useful for using trained model on roboflow can you explain how to use the local model like yolov5 or mmdetection using the roboflow inference ?
@goodtechdoor
@goodtechdoor 9 месяцев назад
@AlexReales
@AlexReales 2 месяца назад
What about rtsp camera?
@mrbot4one
@mrbot4one 11 месяцев назад
Hey Skalski and team, Will you make a tutorial on Autodistill image annotation with manual check on the annotated image. Actually I have used that code and some parts of images are not annotated properly. I want to modify and fine tune it too. If you update the code or upload a video it will be really helpful. Thank you so much team ❤
@Roboflow
@Roboflow 11 месяцев назад
Would a blogpost or something like that be sufficient? It is quite a lot of work to make video about it ;)
@mrbot4one
@mrbot4one 11 месяцев назад
@@Roboflow Yes that would do the work. Thank you. Whenever you guys post the blog just share the link in comments in Autodistill video so that others could take help from it too.
@alocatnaf
@alocatnaf 11 месяцев назад
i would really appreciate such a post as well. Thanks alot for your amazing work! @@Roboflow
@mryan744
@mryan744 11 месяцев назад
I would love such a post as well
@mrbot4one
@mrbot4one 11 месяцев назад
@@Roboflow Hey Skalski and team. Did you guys make this type of blogpost or someting. We are waiting for the help. Thank you
@jackito0506
@jackito0506 9 месяцев назад
can i use a fine-tuned YOLOv8 model with inference? would you make a tutorial?
@Roboflow
@Roboflow 9 месяцев назад
Yes you can! It is on our TODO list. Stay tuned.
@jackito0506
@jackito0506 9 месяцев назад
@@Roboflow i will be, mi college titulation project depends on your tutorials 🙏🏻
@gabrielnilo6101
@gabrielnilo6101 8 месяцев назад
"Inference Server" That's why I don't use Roboflow for my deployments. Although Roboflow is a cool tool, I'd rather learn how to create and deploy new models locally without needing an internet connection. I don't want to depend on online services that might have security issues or start charging higher prices by using my models as "hostages". Sorry, but I won't use it for deployment - just for research and testing with synthetic datasets.
@afterlife320
@afterlife320 2 месяца назад
I was actually wondering the same thing you saved me hours of research Gabriel thanks !
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