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How to make PCB defect detection in real time with a USB webcam, bad solder, component rotation, marking, wrong text, number, missing components, damage...

This video is a literal gold mine

Really nice and to the point. Great tutorial

Your tutorials are very helpful and informative. It would be really cool to see a video about OBB (oriented bounding boxes). Especially about precise determination of the rotation angle of an object.

@ThecodingBug successfully run everything but saved images and videos don't have any bounding boxes and confidence. Help me with this

Any chance of making a video that implements a tracker over object detection? I loved the custom model training video, but would love to learn how to implement a tracker over it!

how I use this with tensorrt ? quand why some peoples use pytorch or tensorflow for this

hello, my laptop has no GPU , can i execute these models on CPU ? please confirm

Hi, its very good tutorial, thank you for providing such a good material. I am trying it in google colab. getting the following error ---> 42 detections = self.model(inputTensor) 43 44 bboxs = detections['detection_boxes'][0].numpy() TypeError: 'str' object is not callable can you please help thank you

I trained a small dataset (53 samples) of one egg in different positions and places, but never detected any of them during prediction process

Thanks for this video! When you train the custom model, does it get rid of the default object detection? What's the best way to ensure we keep the pre-trained model and just append the custom objects to it?

sir the torch still says false even after installing it like you showed

command block says "your data is not for segmentation its detect data" or something like that. i guess its because labelme2yolo function returns us just txt and jpeg files. but segmentation needn json and png. also that txt file the function returned includes bounding box coordinates. its not for segmentation too. so it didnt work. you have an advice for me?

This Video was amazing. I like how you explain it, like I was 4years old. Thank you very much you deserve like and subscribe

Hello, I am a student majoring in computer science from China. I watched your video today and it was very good. I would like to ask if you could send the data of street.mp4 mentioned at the end of this video. Also, where do you get these pictures and video data like in the video? I had a hard time finding it online

Hello. I try to run this example, but i have a prolems. Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\domin\anaconda3\envs\yolov11_seg\Lib\multiprocessing\spawn.py", line 122, in spawn_main exitcode = _main(fd, parent_sentinel) ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\domin\anaconda3\envs\yolov11_seg\Lib\multiprocessing\spawn.py", line 131, in _main prepare(preparation_data) File "C:\Users\domin\anaconda3\envs\yolov11_seg\Lib\multiprocessing\spawn.py", line 246, in prepare _fixup_main_from_path(data['init_main_from_path']) File "C:\Users\domin\anaconda3\envs\yolov11_seg\Lib\multiprocessing\spawn.py", line 297, in _fixup_main_from_path main_content = runpy.run_path(main_path,

Why is my code showing 33 problems even though i write the code exactly as it is shown and even when my codes are in the same (model_data)file. Plz help

why i cant install torch? It's said that torch.cuda.is_available() False

Wow, you just showed everything about YOLO in 14 mins!!! 👍👍👍

Again, thanks for the tutorials!

👍👍

Hi, i could not see the files best.pt in weights, can you help? Inside weights were 2 zip folders: best and last. I extracted them but could not find the file best.pt anywhere. Im on linux.

How I contact you

I'm on important project, can anyone help in resolving this error: 2024-10-23 12:16:59.495880: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2024-10-23 12:16:59.515033: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2024-10-23 12:16:59.520830: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered YOLOR 🚀 v0.1-128-ga207844 torch 2.4.1+cu121 CUDA:0 (Tesla T4, 15102.0625MB) tensorboard: Start with 'tensorboard --logdir runs/train', view at localhost:6006/ wandb: Using wandb-core as the SDK backend. Please refer to wandb.me/wandb-core for more information. wandb: (1) Create a W&B account wandb: (2) Use an existing W&B account wandb: (3) Don't visualize my results wandb: Enter your choice:

Can i have ur images and video for training and test?

I got it working right away, thank you!

very useful for the initiatives

Thanks for the tutorials it is so good 👌, Can we make same process but using Google Colab for free GPU ?

Bro pls do video for amd🙏🙏🙏 i mean rx6700xt or others/// I know that is possible via ROCm but i dont know ho to do it:///

Hello! I have some sort of a bug when I train my model. I have a 4VRAM gpu and I receive an error that I do not have enough space, even if i reduce the size of the batch and using the nano yolo version. Then i moved to cpu, having 24gb ram, and after 2/3 epochs the training stops randomly without any warning. Any idea why this happens?

Thanks for the tutorials !

for multiple classes do i put them all in the same images file and the class in the class file or do i need to have different for all?

height, width = original_image.shape[:2] AttributeError: 'NoneType' object has no attribute 'shape'

Thanks for this nice tutorial, (with useful details) . With which model of Nvidia GPU you got these results ?

can i run the predict code on visual stido code? please help me

Can you share your code or github?

very very good, could share the link of the video about contraction workers, used for testing the model

AMAZIIING TUTORIAAAAL !! pleaseeee, how to import that .onnx in unity? for object detection? Thaaaaanks

hi. I followed the instruction but why am I getting this error. Traceback (most recent call last): File "C:\Users\jisi\Desktop\YoloV7_Instance\yolov7-mask\segment.py", line 67, in <module> onImage() NameError: name 'onImage' is not defined tia

Damnnn You even solved the gpu part great work man

WARNING: Dataset not found, nonexistent paths: ['/content/drive/MyDrive/TheCodingBug/yolov7/content/drive/MyDrive/TheCodingBug/yolov7/data/val'] Traceback (most recent call last): File "/content/drive/MyDrive/TheCodingBug/yolov7/train.py", line 616, in <module> train(hyp, opt, device, tb_writer) File "/content/drive/MyDrive/TheCodingBug/yolov7/train.py", line 97, in train check_dataset(data_dict) # check File "/content/drive/MyDrive/TheCodingBug/yolov7/utils/general.py", line 173, in check_dataset raise Exception('Dataset not found.') Exception: Dataset not found. can anyone help me to resolve this error?

can't believe it how you managed to explain it so beautifully in such a less time and over complicating things, thx a ton man!!

I think rather than teaching you are showing how speed you are right?

Hi, i have some question, about the images, can i add my own images? like local images for example a school uniform?

Amazing, thank you

Awesome🙂

i am getting GPu usage Limit Error after some rounds completed of Epochs then its give me this error and if i set epochs to less than 100 like 40 then it will not detect any object how to solve this problem for free is their any platform available for free

Hey coding bug I wanted to ask does the old version of gpu like GTx 1050 will work on this ? please reply its urgent need

DNN module was not built with CUDA backend; switching to CPU