Machine Learning With Hamza
Machine Learning With Hamza
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Code Your Own Application To Chat With Videos Locally [Python Project]
Hello everyone, I hope you're doing well!
In this video, I show you how to create a python app for video Q&A using Vision Language Models and Computer Vision.
Used material links:
Code repo: github.com/Hmzbo/Video-Q-A
Let's connect:
LinkedIn: bit.ly/3roXgQ2
GitHub: bit.ly/3CrfRRP
Kaggle: bit.ly/3C1mqZD
Twitter: bit.ly/3UR06e3
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♪ Mellow · Chillpeach
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If you have any question, suggestion, or remark. Feel free to leave it in a comment below!
Until next time, stay safe!
#MLWH
Переглядів: 207

Відео

Build Local LLM for OCR, Object Detection & Image Parsing with TOP Precision - LLM Python Project
Переглядів 536Місяць тому
Hello everyone, I hope you're doing well! In this video, I will show you how to run the best small VLM locally so that you can perform tasks like OCR, Object Detection, Code generation, document parsing and more. This is the newly introduced model called Mono-InternVL. Used material links: Repo: github.com/Hmzbo/MonoInternVLTuto/tree/main Paper: arxiv.org/abs/2410.08202 Model on HF: huggingface...
The Evolution Of Conv Nets - Highlights & Main Breakthroughs
Переглядів 3502 місяці тому
In this video, we take a trip back in time to explore the origins of Convolutional neural networks and explore how they evolved from the 80s to the present day. Let's connect: LinkedIn: bit.ly/3roXgQ2 GitHub: bit.ly/3CrfRRP Kaggle: bit.ly/3C1mqZD Twitter: bit.ly/3UR06e3 ♪ Song: Reflections Artist: Owl Nest Music by: CreatorMix.com Video: ua-cam.com/video/YCG5EM3WPQk/v-deo.html ♪ Song: Memories ...
How I Used RAG with Llama 3.1 to Scrape & Summarize Google Trends Data | Streamlit Web App
Переглядів 3633 місяці тому
Hello everyone, I hope you're doing well! In this video, I showcase how I built a RAG (Retrieval-Augmented Generation) pipeline to automate article discovery and summarization based on the latest Google Trends. The Keep Up With The Trends web app, built with Streamlit, scrapes relevant articles, generates concise summaries and titles using the LLaMA 3.1 model, and has the option to generate a t...
Visual Optimization Solver - Solve Graphically & Generate Reports with Gemini LLM
Переглядів 1574 місяці тому
Hello everyone, I hope you're doing well! In this video, I introduce a tool I developed to help students grasp key concepts in Mathematical Optimization. This graphical solver visualizes the process of minimizing an objective function under one equality constraints, now enhanced with an LLM-based feature for insightful reports. Used material links: Repo link: github.com/Hmzbo/Visual-Solver-Appl...
LivePortrait For Fast Portrait Animation [Tutorial + Paper Overview]
Переглядів 7265 місяців тому
Hello everyone, I hope you're doing well! LivePortrait is an open-source portrait animation tool that uses implicit keypoints method for efficient and accurate animation, it can produce results with much better temporal consistency than diffusion models. Used material links: LivePortrait repo: github.com/KwaiVGI/LivePortrait LivePortrait paper: arxiv.org/pdf/2407.03168 vid2vid portrait paper: a...
Computer Vision for Football Analysis in Python with Yolov8 & OpenCV
Переглядів 77 тис.Рік тому
Deep learning web application for football analysis with Streamlit. Used material links: Project repo: github.com/Hmzbo/Football-Analytics-with-Deep-Learning-and-Computer-Vision Custom dataset tips: docs.ultralytics.com/yolov5/tutorials/tips_for_best_training_results/ Annotation tools: labelme: github.com/wkentaro/labelme cvat: github.com/opencv/cvat Let's connect: LinkedIn: bit.ly/3roXgQ2 GitH...
NEW ControlNet Applications - A1111 Stable Diffusion Tutorial
Переглядів 4,8 тис.Рік тому
Hello everyone, I hope you're doing well! This tutorial covers 4 new and cool applications for ControlNet in Auto1111. Reading materials: How stable diffusion work: www.mlwithhamza.website/2023/08/what-is-stable-diffusion-and-how-does.html Main controlnet repo: github.com/lllyasviel/ControlNet ControlNet models explained: education.civitai.com/civitai-guide-to-controlnet/?.civitai.com& Ip-adapt...
Ultimate Finetuning Guide For Stable Diffusion (Dreambooth, LoRA, Textual Inversion, Hypernets) 2023
Переглядів 3,5 тис.Рік тому
Hello everyone, I hope you're doing well! This is an updated guide for stable diffusion fine-tuning methods, it covers 4 methods: Dreambooth, Textual Inversion, Hypernetworks, and LoRA. This tutorial is tailored for low VRAM users. Used material links: Automatic1111 Launcher repo: github.com/EmpireMediaScience/A1111-Web-UI-Installer Kohya_ss GUI: github.com/bmaltais/kohya_ss Kohya config file: ...
Training Reinforcement Learning Agent For The Hamiltonian Path Problem (Explainer Video)
Переглядів 526Рік тому
Training Reinforcement Learning Agent For The Hamiltonian Path Problem (Explainer Video)
AI Rap Bot Created With Tacotron 2 & ChatGPT (👀GREAT Results)
Переглядів 252Рік тому
AI Rap Bot Created With Tacotron 2 & ChatGPT (👀GREAT Results)
Build AI Tool to Generate Lyrics with Open source Large Language Model - Python NLP Project, Gradio
Переглядів 5392 роки тому
Build AI Tool to Generate Lyrics with Open source Large Language Model - Python NLP Project, Gradio
The ULTIMATE Guide For Fine Tuning Stable Diffusion.
Переглядів 13 тис.2 роки тому
The ULTIMATE Guide For Fine Tuning Stable Diffusion.
How Can Neural Networks Identify Fake Face Images?
Переглядів 7632 роки тому
How Can Neural Networks Identify Fake Face Images?
The ONLY machine learning tools you need in 2022
Переглядів 4152 роки тому
The ONLY machine learning tools you need in 2022

КОМЕНТАРІ

  • @shazwansuhiman6009
    @shazwansuhiman6009 2 години тому

    cool stuff, thank you bro!

  • @aesthetic.javeria
    @aesthetic.javeria 7 годин тому

    Informative 🎉

  • @fayylemeow
    @fayylemeow 2 дні тому

    hello sir, is this can be implemented in 9v9 and 7v7 mini soccer match? and if so do i need to adjust the field size etc?

  • @enricollen
    @enricollen Місяць тому

    Thanks, high quality content here 🔥🔥

  • @itsme100percentragnar
    @itsme100percentragnar Місяць тому

    what is the webapplication name that you used at first to show demo vedio??

    • @MLWH
      @MLWH 26 днів тому

      It's an application that I created, you can find it on the Github repo.

  • @Ixtinkt
    @Ixtinkt Місяць тому

    Great job, man!

  • @fadytarek4711
    @fadytarek4711 Місяць тому

    Thank you for this video! Very interesting to me, if I have my own Input video how can I train the model to detect the players?

    • @MLWH
      @MLWH 26 днів тому

      To train your own model, you need to prepare a dataset for training a Yolo model.

  • @StupidusMaximusTheFirst
    @StupidusMaximusTheFirst 2 місяці тому

    It makes a few mistakes here and there, mistaking one team for the other in some players. It'd be funnier if it made mistakes like mistaking them for a team not even playing, or if it detected players as refs, or more than one ref etc. LOL 🤣

    • @MLWH
      @MLWH 26 днів тому

      If we would use a model for team prediction, then it could make that type of mistake.

  • @crhistianribeiro6897
    @crhistianribeiro6897 2 місяці тому

    Thank you for the content. At the moment, I am reviewing my master's thesis, which used convolutional neural networks, and it was great to have this content from someone else's perspective. The explanation was very good, congratulations!

  • @ahmedboulahia6033
    @ahmedboulahia6033 2 місяці тому

    Thank you for explaining the vision transformer, I was always wondering how is it working 👏

  • @hikikomorihachiman7491
    @hikikomorihachiman7491 2 місяці тому

    Thank you

  • @Swatisd97
    @Swatisd97 3 місяці тому

    Very informative video. I have a doubt. Can we finetune a textual inversion for multiple instances?

  • @ramacharly9516
    @ramacharly9516 4 місяці тому

    hello friend. Thak you. Did you noticed that the audio and the image are not synchro ? this issue is reported in github but no answer for now. Could you check this FPS issue ? thnak you

  • @DeepApnea
    @DeepApnea 4 місяці тому

    Hi, a new sub here. I do like the animations that you used to present the equation could you explain what soft are you using for it ?.I would like to implement that in my presentation videos at the university. Thanks

  • @BALONESDEOROS
    @BALONESDEOROS 4 місяці тому

    hey bro, thanks for your video,. do you know an app to create and see the skills or goals from diferent angles?

  • @graphguy
    @graphguy 4 місяці тому

    Is this the same code for TENNIS?

  • @troysm2146
    @troysm2146 4 місяці тому

    where can i get other videos to use instead of the one you have linked is there any websites also do i have to use a certain fixed camera for the input video thanks in advance

  • @aaronarce1498
    @aaronarce1498 4 місяці тому

    Excellent explanation!

  • @marcounipd1836
    @marcounipd1836 4 місяці тому

    Searching for a video like this from months, great content!

  • @patrickmcc
    @patrickmcc 4 місяці тому

    Really insightful. Would this be possible with live streamed video of a match? If you were using the same fixed camera?

  • @MrCalmwaters112
    @MrCalmwaters112 5 місяців тому

    Great Video. One question...I see that the output video is quite low res. is there a way to get FullHD or source matched output?

  • @elmehdirougui4538
    @elmehdirougui4538 5 місяців тому

    Thanks can I know the tools you use to creat such an amazing video like this

  • @ihamzasadiq
    @ihamzasadiq 5 місяців тому

    How long can the video be?

  • @ReshabSharma-q8e
    @ReshabSharma-q8e 5 місяців тому

    Thanks for this short crash course brother

  • @nguyen_van_thang_28
    @nguyen_van_thang_28 6 місяців тому

    thank you so much. Where can I get the dataset, sir?

  • @MichaelMacDonald-im4bq
    @MichaelMacDonald-im4bq 6 місяців тому

    Kognia Sports Intelligence has built this 5 years ago, and has 4 global patents. In fact, not only does Kognia detect "events" and "physical" stuff, but also can detect 100s of tactical soccer movements (example: when players have movement behind the defensive line, etc.) it's very advanced!

  • @punkysuen
    @punkysuen 6 місяців тому

    Is it possible to assign field keypoints on 180 degree camera video to have a proper detection? The field does not show straight line on 180 degree video.

  • @denism-dev
    @denism-dev 7 місяців тому

    Nice one, Are you from US?

  • @marcus.the.younger
    @marcus.the.younger 7 місяців тому

    tnx but you gotta change your mic

  • @tıbhendese
    @tıbhendese 7 місяців тому

    I want you to make a different "DL in medicine" project than other channels. People make them in short, lack of deeply understandable, lack of math, lack of information, and inefficient ways. Most of them don't share datasets, or make it very short&fast. Some type the code fastly and just run it in beginner level. Make an at least 2 hours of project video which includes information of problem, models used, library functions and coding step by step. And please share the dataset in the end. Medical classification or clustering. Show us the image processing and model tuning

    • @yagzsoylu8653
      @yagzsoylu8653 7 місяців тому

      blackseastormu nerden biliyorsun merak ettim

    • @tıbhendese
      @tıbhendese 7 місяців тому

      @@yagzsoylu8653 internette aratınca şarkıcı çıkıyor ben onu bilmiyordum xD sadece karadeniz fırtınası yazmak istemiştim eski ve hızlı zamanlardı :P kaldı öyle

  • @raylenders1858
    @raylenders1858 7 місяців тому

    Hey, good work reducing computing data when you reduced the homogenous matrix update frequency.

  • @Kishi1969
    @Kishi1969 7 місяців тому

    Dear Sir,can the project also be using for other detection, like these 3 parameters ( Bus,car and truck) with datasets annotated already and video are available,if possible let me hear from you Sir, once again you have done a great job

  • @abuyusufmushtaha9014
    @abuyusufmushtaha9014 7 місяців тому

    يا حمزة نزل بلعربي الاجانب كثار بالمجال عكس العرب

  • @thiagopereiradossantos588
    @thiagopereiradossantos588 7 місяців тому

    I think it's very weak , I can do better

  • @nadjibbensaidane6552
    @nadjibbensaidane6552 7 місяців тому

    حمزة معندكش لي فيديو بل عربية ؟

    • @TahaOummani
      @TahaOummani 7 місяців тому

      فين اخاي مزيان ممكن تعطيني فيسبوك ديالك ندوي معاك الله يحفظك ❤

  • @deeplife4790
    @deeplife4790 7 місяців тому

    Hi, Thanks for your video but can I get it on google colab?

  • @abdellatif.x8127
    @abdellatif.x8127 7 місяців тому

    Your are Moroccan ?

  • @adewax
    @adewax 7 місяців тому

    Great! I love your simple explanations... Thanks

  • @abrahamceviz
    @abrahamceviz 8 місяців тому

    Türksünüz herhalde. Aksanınız hoşuma gitti :) Dinlemek oldukça güzel sizi

  • @alexanderwijayanto2780
    @alexanderwijayanto2780 8 місяців тому

    Mantap bro 😊

  • @zorananastasius
    @zorananastasius 8 місяців тому

    what website was used for the Footbal Players Detection ??

  • @mdriad4521
    @mdriad4521 8 місяців тому

    great man! we want more end to end project like this.

  • @abdelmajidkansoussi6904
    @abdelmajidkansoussi6904 8 місяців тому

    Great work Mr Hamza. Please upload more content

  • @thebudaxcorporate9763
    @thebudaxcorporate9763 8 місяців тому

    streamlit power

  • @arupde6320
    @arupde6320 8 місяців тому

    be regular

  • @minuanand6916
    @minuanand6916 8 місяців тому

    hello , I am stuck in an project where I have to track the movement of a cricket ball , so can you help me in that?

    • @samridhgoel752
      @samridhgoel752 7 місяців тому

      i also wanna build a something similar luke this in cricket, maybe we can help each other

  • @TauquirAhmed-pe2ou
    @TauquirAhmed-pe2ou 9 місяців тому

    Amazing project with great explanation

  • @veritas785
    @veritas785 9 місяців тому

    Really nice way to summarise. To revise. However, I think you could slow down a little bit. Keep up the great work!

  • @bayda3695
    @bayda3695 9 місяців тому

    can we use google colab or host the web application on a server with GPU to improve the tracking speed?

  • @bayda3695
    @bayda3695 9 місяців тому

    great work. can you upload the dataset to the Roboflow so we can download it easily?