Malaria Detection with Machine Learning | Machine Learning Projects

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  • Опубліковано 25 січ 2025

КОМЕНТАРІ • 116

  • @suryabhan1000
    @suryabhan1000 5 років тому +5

    Great tutorial with step by step you describe that really help to understand code and concept of machine learning for the idea, in which you giving explanation to detect malaria with using cell image. Step to understand how to train model and using same model and next step, how to predict result for given image is awesome . Thank you :)

    • @CodeHeroku
      @CodeHeroku  5 років тому

      Thanks Sachin it was nice talking to you on phone as well.

    • @jhoanmartinezsilva2609
      @jhoanmartinezsilva2609 5 років тому

      Hello, did you copy paste the csv file or you generate it from de images, big thanks bro

  • @mumon801
    @mumon801 5 років тому +2

    Nice and clean explanation, thanks for sharing!

  • @rishavsharma5000
    @rishavsharma5000 5 років тому +2

    A very interesting project indeed! I built different models using various algorithms like K-neighbor , Neural Networks. Out of all of them , neural networks were the only one that had a score that was minutely greater than random Forest Classifier. K - neighbor gave an accuracy of around 89.2

    • @SakshiSingh-km4cy
      @SakshiSingh-km4cy 5 років тому

      Apka kise hua project Mera to dataset.csv run nhi hua

    • @rishavsharma5000
      @rishavsharma5000 5 років тому

      @@SakshiSingh-km4cy I downloaded the whole dataset and created the csv file on my own.

    • @meetpatolia7025
      @meetpatolia7025 5 років тому

      @@rishavsharma5000 how to create it, can u share ur github link

  • @naveen_-jh1kx
    @naveen_-jh1kx 5 років тому +4

    sir i can't getting the values in dataset.csv.......! what to do.................?

  • @debarchanbasu768
    @debarchanbasu768 5 років тому +7

    Ok this might be a very elementary question, but by which command are you loading the images in the first script that you wrote?

  • @neeladke9557
    @neeladke9557 4 роки тому

    5:43s. Random_state value not visible

  • @stonecold4833
    @stonecold4833 3 роки тому

    Why areas is computed what is the need for that?

  • @jhoanmartinezsilva2609
    @jhoanmartinezsilva2609 5 років тому +8

    This is beautiful bro, such a awesome channel, like and subs, please keep teach us!!

    • @CodeHeroku
      @CodeHeroku  5 років тому

      Thanks Jhoan! It is your support that keeps us motivated 😀

    • @kissuist
      @kissuist 4 роки тому

      Give me the contact number

  • @hemantpathak4387
    @hemantpathak4387 4 роки тому +1

    hello @CodeHeroku sir, after those blood cells picture the code that you have written is basically for which purpose? I am unable to get those code concepts and fail to covert those images in numeric type dataset. Could you please help me out ?

  • @tarunsingh1233
    @tarunsingh1233 5 років тому +3

    not able to generate csv file helpppppppppppppppppp

  • @AbdurRahman-vj6hq
    @AbdurRahman-vj6hq 5 років тому +3

    can we classify in what stage of malaria the patient is right now from machine learning?

  • @aravinda513
    @aravinda513 3 роки тому

    KeyError: "['Label'] not found in axis" What to do? Tried everything

  • @alsongdunstan622
    @alsongdunstan622 4 роки тому

    surprisingly i did exactly what you did, removed Nan rows and got a model that is 100%

    • @aravinda513
      @aravinda513 3 роки тому

      You might not have included Parasatized ones into the dataset. He hasn't shown that here. You need to add both to the dataset.

  • @saiprasadambrale5369
    @saiprasadambrale5369 3 роки тому

    sir, you have shared only half of the code please share full code

  • @abhishekkumarsingh2443
    @abhishekkumarsingh2443 5 років тому +1

    hey it's showing me error: OpenCV(3.4.4) C:\projects\opencv-python\opencv\modules\core\src\matrix.cpp:757: error: (-215:Assertion failed) dims 0 in function 'cv::Mat::locateROI'

    Help me to resolve this
    It is coming during imread.
    I'm working on jupyter

  • @VivekSingh-ch4hv
    @VivekSingh-ch4hv 5 років тому +2

    i cannot convert the cell_images to csv file type when i run in jupyter notebook it shows a -1 and does not write anything in the csv file i created

    • @adityajillellamudi4634
      @adityajillellamudi4634 5 років тому

      yea same here

    • @mohammedameer9909
      @mohammedameer9909 5 років тому

      Same here
      Pleae help. The code isnt able to generate the data on csv file

    • @ashwinsrinath2600
      @ashwinsrinath2600 5 років тому

      I am using pycharm and I am facing the same problem.

    • @naveen_-jh1kx
      @naveen_-jh1kx 5 років тому

      @@ashwinsrinath2600 am also using the atom same problem.... is there any solution.....? nothing is stores in dataset.csv

    • @bhagyashribhat2751
      @bhagyashribhat2751 4 роки тому

      Same error , did you get solution for this? Please share

  • @sathishguru5154
    @sathishguru5154 3 роки тому

    I am beginner in Machine Learning , please explain step by step procedure to how to install packages and run the ML code with dataset...wait for your Video....!

  • @saiprasadambrale5369
    @saiprasadambrale5369 3 роки тому

    Can we have a video on how to upload image and predict that it is parasite or unparasite

  • @amalasokan7302
    @amalasokan7302 4 роки тому

    How many features can be extracted from an image when CNN is used ?

  • @saiprasadambrale5369
    @saiprasadambrale5369 3 роки тому

    sir code is not working please check

  • @rashmihattalli9892
    @rashmihattalli9892 5 років тому +2

    can you please tell me how to convert these images to csv as a folder

  • @VICTOR31570
    @VICTOR31570 4 роки тому +1

    Any tutorial on how to make a front end(user interface) part of this model that can also be deployed on the web or cloud?
    Please I’d be expecting your reply

  • @Sachinkumar-ud3hy
    @Sachinkumar-ud3hy 5 років тому

    What is difference between Original and processed dataset?

  • @debarchanbasu768
    @debarchanbasu768 5 років тому +1

    I tried out your code. I'm able to import cv2. But it's showing that "read () is not an attribute of cv2"

    • @shruthimanoj6153
      @shruthimanoj6153 5 років тому

      did u get the solution for that ?

    • @debarchanbasu768
      @debarchanbasu768 5 років тому

      @@shruthimanoj6153 Yes I did. I downloaded the cv2 package separately from openCV website. Just make sure you download the package that's compatible with your version of python

    • @rashmihattalli9892
      @rashmihattalli9892 4 роки тому

      hey i'm not able to convert it to csv file..can u help?

  • @saiprasadambrale5369
    @saiprasadambrale5369 3 роки тому

    Air code is not working👷

  • @sreekanthreddy6979
    @sreekanthreddy6979 4 роки тому

    But how can u inject this data to a machine to work on itself?

  • @salmanjoyia468
    @salmanjoyia468 5 років тому

    Hello Sir...my FYP is on disease detection...can you help me?

  • @muhammadzubairbaloch3224
    @muhammadzubairbaloch3224 5 років тому

    Sir your ML lecture are useful and richest knowledge. please work more in ML

  • @pradheepm1371
    @pradheepm1371 4 роки тому

    Bro if we give a new image to test the model it will classify or not

  • @shubhamchaubey5748
    @shubhamchaubey5748 3 роки тому

    How to create CSV file

  • @raihanahmed4559
    @raihanahmed4559 4 роки тому

    how to get value in dataset.csv..?

  • @QuantumBeatsLab
    @QuantumBeatsLab 4 роки тому

    ran the program..... csv file made but its empty... any solution???

    • @misbasawar2001
      @misbasawar2001 4 роки тому

      Did you get any solution related to this? Coz we have found the same error

  • @rkfm2012
    @rkfm2012 4 роки тому

    Work on detecting Corona or not ... ?

  • @jhoanmartinezsilva2609
    @jhoanmartinezsilva2609 5 років тому

    the csv file you generate or is in the files? i dont understand that step, how could i generate it

    • @CodeHeroku
      @CodeHeroku  5 років тому +1

      We are given the image data and we need to prepare our dataset (CSV file) from it. We run the first python script gen_dataset.py to generate that CSV file.

  • @prudhvikumarb1100
    @prudhvikumarb1100 5 років тому +1

    Which app used to code and execute at the same time bro ??

  • @chauldinlipenga2524
    @chauldinlipenga2524 5 років тому

    what software are you using sir?

  • @asmakh617
    @asmakh617 4 роки тому

    Which u have used

  • @shadmanmonjur6065
    @shadmanmonjur6065 5 років тому

    Imported all the libraries but getting ModuleNotFoundError for cv2,os
    any solution?

    • @CodeHeroku
      @CodeHeroku  5 років тому

      Install those packages :)

    • @yashwanthreddyk5447
      @yashwanthreddyk5447 4 роки тому

      @@CodeHeroku what all packages we need cos I'm doing in visual studio code n I'm getting same error. So can u please tell me

  • @rakeshchaudhary1525
    @rakeshchaudhary1525 5 років тому

    I am getting below error while running the program:
    error: OpenCV(4.0.0) C:\projects\opencv-python\opencv\modules\core\src\matrix.cpp:757: error: (-215:Assertion failed) dims 0 in function 'cv::Mat::locateROI'

  • @subendugorai129
    @subendugorai129 4 роки тому

    can i use this project for final year?

  • @yashpanchori3501
    @yashpanchori3501 5 років тому

    @Code Heroku
    i am not able to generate the csv file. can u please help me.

    • @raihanahmed4559
      @raihanahmed4559 4 роки тому

      have you got the solution..?

    • @yashpanchori3501
      @yashpanchori3501 4 роки тому +1

      @@raihanahmed4559 yes

    • @misbasawar2001
      @misbasawar2001 4 роки тому

      We are getting the error, can you please help

    • @khushburai482
      @khushburai482 3 роки тому

      @@raihanahmed4559 I am unable to genereate the csv as well. Please suggest

    • @raihanahmed4559
      @raihanahmed4559 3 роки тому

      @@khushburai482 i didn't finish this project..
      Also dont have csv file for this train data

  • @adarshnl6685
    @adarshnl6685 5 років тому

    getting error while building a model
    Input contains NaN, infinity or a value too large for dtype('float32').

    • @stifenjans4342
      @stifenjans4342 4 роки тому

      try run it in virtualenv and install as this project recomendation library

  • @jayasingh5519
    @jayasingh5519 4 роки тому

    OpenCV(4.4.0) C:\Users\appveyor\AppData\Local\Temp\1\pip-req-build-9d_dfo3_\opencv\modules\imgproc\src\smooth.dispatch.cpp:620: error: (-215:Assertion failed) !_src.empty() in function 'cv::GaussianBlur'
    I am getting this error Please help!! I can't proceed without removing it.

    • @aravinda513
      @aravinda513 3 роки тому

      cv2.imread("img_path") is the problem. It must be cv2.(img_path)

  • @insanhidayatullah2121
    @insanhidayatullah2121 5 років тому +1

    i think this is image processing? that is same?, i was usually using MATLAB, can integrated with plant (actuator component) ...

    • @CodeHeroku
      @CodeHeroku  5 років тому

      In the first part we are using image processing to extract features of an image and then feeding it to our ML algorithm for classification.

  • @bea_11_anubhagajargaonkar76
    @bea_11_anubhagajargaonkar76 4 роки тому

    Can u send its project report?

  • @venkatanaveenkumarbungatav685
    @venkatanaveenkumarbungatav685 5 років тому

    Hiii Bro Can you suggest base paper for this malaria detection using machine learning in 2018 or 2019 base project papers

  • @AnkitSingh-tz3ix
    @AnkitSingh-tz3ix 5 років тому

    Hey sir my project is hear disease prediction and need help can you please help us?

    • @CodeHeroku
      @CodeHeroku  5 років тому +1

      Sure. Please get in touch on WhatsApp: +91-9967578720

  • @jayeshl5968
    @jayeshl5968 4 роки тому

    im not getting the same o/p as how he got pls someone help me

  • @Researchyard
    @Researchyard 4 роки тому

    unable to run "No module named cv "

    • @naimishkeswani3678
      @naimishkeswani3678 4 роки тому

      U need to download cv2. Just run pip install cv2 in the command prompt/anaconda prompt

  • @josephbadana5002
    @josephbadana5002 4 роки тому

    Are you using pycharm?

  • @stsfaroz4299
    @stsfaroz4299 5 років тому

    hello thakkar bro. i'm expecting deep learning tutorial from you... will you do it bro?

    • @CodeHeroku
      @CodeHeroku  5 років тому +1

      Yes definitely. Have you seen the introduction to Deep learning video: ua-cam.com/video/S6J2LVHPknQ/v-deo.html
      We are working on this series now

  • @pymansk
    @pymansk Місяць тому

    Man, google is giving 404 for the path to the dataset.

  • @mrityunjayahiremath3951
    @mrityunjayahiremath3951 5 років тому +2

    anyways, found the dataset. here it is:
    ceb.nlm.nih.gov/repositories/malaria-datasets/

  • @theblogger3664
    @theblogger3664 5 років тому

    Hii mihir Thakkar...I'm A microbiologist....I'm very much interested to ...Watch this vedios..I have lot of.... Concepts.....I'm interested to. Implement those are in the ML...Can suggest me....Any Best Ml.traing youtube channels...For me..plz

  • @shubhamchauhan7830
    @shubhamchauhan7830 5 років тому

    Getting assertion error: - 215
    Plzzzzzz help me

    • @cycobot8909
      @cycobot8909 4 роки тому

      same here, cv2.error: OpenCV(4.4.0) /tmp/pip-req-build-99ib2vsi/opencv/modules/imgproc/src/smooth.dispatch.cpp:620: error: (-215:Assertion failed) !_src.empty() in function 'GaussianBlur'
      Somebody Please help

  • @tanujatirkey3771
    @tanujatirkey3771 4 роки тому

    Thank you sir

  • @dataisfun4964
    @dataisfun4964 5 років тому

    Awesome I would really live to work on this using a different technique

  • @svakln3078
    @svakln3078 5 років тому

    which IDE is this?

    • @themax734
      @themax734 5 років тому

      looks like sublime text 3

  • @triangleroot5568
    @triangleroot5568 4 роки тому

    I got 95%+ acurracy with CNN and PyTorch

  • @mrityunjayahiremath3951
    @mrityunjayahiremath3951 5 років тому

    where is the link for the data set? it is not in the description

    • @CodeHeroku
      @CodeHeroku  5 років тому

      Hi @Mrityunjaya added the links to description now. Apologies for the delay 😀

  • @GodofNow
    @GodofNow 5 років тому

    Yeah We Can Build A #NeuralNetwork ❤️🧡💛💚💚💙💜🖤 I Accept Your Challenge

  • @arjunpukale3310
    @arjunpukale3310 5 років тому +1

    Got .94 score

  • @arnobchowdhury1804
    @arnobchowdhury1804 5 років тому

    typical indian tutorial