End to end Object Detection Project Implementation Using YOLOv5 with Deployment | AWS | Azure🚀

[@dswithbappy]

Give me a Thanks if you find this implementation useful :)

[@dipendrapratap6495]

It's superb buppy sir ... But u are not teaching like this inside the class 😂😂

[@paulntalo1425]

am learning a lot. This indeed is a great end to end tutorial like no any other online. You're so good at explaining as technical steps with clarity and easy to follow along to reimplement the project. Thank you

[@dswithbappy]

You're very welcome!

[@paulntalo1425]

2:58:00 I get this error when I upload the image and try to make a prediction from the Local Host. On running a prediction this folder is created but its empty 'yolov5/runs/detect/exp/' It seems the detect.py is not making any predictions. How do I deal with it?Fusing layers... custom_YOLOv5s summary: 157 layers, 7045186 parameters, 0 gradients, 15.9 GFLOPs Traceback (most recent call last): File "detect.py", line 437, in main(opt) File "detect.py", line 432, in main run(**vars(opt)) File "C:\Users\memor\anaconda3\envs\waste-detection\lib\site-packages\torch\utils\_contextlib.py", line 116, in decorate_context return func(*args, **kwargs) File "detect.py", line 179, in run dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt, vid_stride=vid_stride) File "C:\Users\memor\Documents\MLProjects\DataScience-w-Bappy\End-to-end-Waste-Detection-YOLOv5\yolov5\utils\dataloaders.py", line 339, in __init__ raise FileNotFoundError(f"{p} does not exist") FileNotFoundError: C:\Users\memor\Documents\MLProjects\DataScience-w-Bappy\End-to-end-Waste-Detection-YOLOv5\data\inputImage.jpg does not exist [Errno 2] No such file or directory: 'yolov5/runs/detect/exp/inputImage.jpg'

[@md.jahidhasan4127]

Thanks.. Your lecture is amazing.. Keep it up

[@dswithbappy]

Most welcome

[@armanhabib353]

Thank you so much. your tutorial really helpful for everyone

[@dswithbappy]

Thanks :)

[@dharmaraj7411]

Hi bro, please do make one complete end to end project content using trending opensource llms

[@vinaynaik953]

Please make video on retraining, model, concept and data drift in MLOPS scenario

[@mdabdullahalhasib2920]

Just Awesome. Go ahead brother...

[@dswithbappy]

Thanks :)

[@ArunKumar-cj1pj]

lots of love bro💝

[@FamilyAdventuresDiary]

Bappy, the content in the video is very important that is why I am referring to this again. But because you are speaking very fast, I paused the video every 10 seconds, wrote down what you said and listened again, at times reducing the playback speed. You have great knowledge but kindly make it more accessible by presenting it in a way which is more understandable!

[@rvsanjay4479]

Where is the data set you have used? I am not able to find in in your github repo

[@atatekeli9295]

Are there any reliable alternative annotation tools for YOLO annotation? I use macOSX ARM processors (M1, M2)

[@bishwarupbiswas4234]

Sir can you add the mlflow integration in the project to track the performances please

[@MohammadEbrahimDarabi]

thanks for your video, which onw is better, this template or the template that you made in chicken disease classiier?

[@storyscope7489]

Can I create the environment without conda please help

[@prithwishchakraborty2286]

How u are understanding that a particular folder will be a local package

[@dswithbappy]

__init__.py & setup.py

[@saiaditya11102]

could not find module from root....?

[@insaneplayer7365]

Can you provide a link of any other dataset

[@ParasJain-wx4zf]

Please create a video on end to end lip reading with deep learning. 🤞🤞🤞🤞🤞🤞🤞🤞🤞🤞

[@AbdulSamada-qv7se]

where is the dataset link

[@Nokless]

thnx for the video man ! but a question what didnt you do a param.yaml file and a config.yaml file like your other projects ?

[@dswithbappy]

Its your choice,, If you want you can use it

[@monishmohanty6423]

Could you provide the google drive link to download your dataset

[@razarizwanahmed3139]

The prediction process is not working properly. both AWS and Azure. The deployment process has been completed successfully, and the application is running perfectly. However, the problem lies in the prediction functionality. Please help me how to solve it...

[@dswithbappy]

everythins is working for me,,Make sure you have the model present in the yolov5 folder

[@razarizwanahmed3139]

@@dswithbappy okay I'll check can you perform end to end ML perject in Sagemaker with mlops concepts. (data ingestion, data validation, pipline etc...)

[@kasuntharaka1514]

the problem is prediction is happen, prediction is saved inside runs folder. but it is not visible on the web page. thats the issue i faced. how can i fix it?@@dswithbappy

[@prakash-ne4jt]

@dswithbappy After created model trainer part, I have removed ".git" file from yolov5. Tried to commit the code into github, and got this error in gitbash $ git commit -m "yolo adding" On branch main Your branch is ahead of 'origin/main' by 1 commit. (use "git push" to publish your local commits) Changes not staged for commit: (use "git add ..." to update what will be committed) (use "git restore ..." to discard changes in working directory) (commit or discard the untracked or modified content in submodules) modified: yolov5 (untracked content) no changes added to commit (use "git add" and/or "git commit -a")

[@sambhavmehta675]

Hi First of all, thank you for making such an amazing content. I am using mac for object detection model. However, while executing the code "make qt5py3", the sytem is throwing an error "_Detection_Using_YOLO_V5 % make qt5py3 make: *** No rule to make target `qt5py3'. Stop." Pls help me with this issue

[@raviadi295]

when i run "python appdotpy" in command prompt, it is giving me this message " * Serving Flask app 'app' * Debug mode: off" and not moving any further. There is no error. It just stay like that for hours and not do anything. What am i doing wrong? Can anyone help me?

[@mohitgaikwad366]

Open the localhost:8080 in a browser

[@tusharbedse9523]

give a video which services are free and paid on cloud because that is reason I m afraid to do it ..heavy charges

[@atatekeli9295]

Where can we find the waste detection data

[@dswithbappy]

check in my code

[@atatekeli9295]

@@dswithbappy do you have a certain link other than the code for a wider range of data?