Bạn ơi cho mình hỏi thực hiện nhận dạng từ video thế nào ạ? Xin cám ơn bạn.

Bác ơi bác cho e tham khảo dataset của bác được k ạ.

anh cho em xin data/categorized với ạ

Dear buiquangmanhhp1999,
I hope this message finds you well. I have been exploring your fascinating project on License Plate Recognition and am impressed with its capabilities and design. However, I have a few questions regarding some specific aspects of your project, which I believe would greatly enhance my understanding and potentially contribute to its further development.

1. Dataset Details:

   • Could you provide more information about the dataset used for training and testing the models, particularly Yolo Tiny v3 and the CNN for character classification?
   • Are there any specific preprocessing steps or augmentations applied to the dataset?

2. Model Architecture:

   • Regarding the Yolo Tiny v3 model used for plate detection, could you share insights into any modifications or optimizations made to the standard architecture?
   • For the CNN used in character classification, I'm curious about the layer configurations, activation functions, and any unique features or techniques employed.

3. Experimental Methods:

   • Could you elaborate on the training procedure, including details like loss functions, optimizers, learning rate schedules, and any regularization techniques used?
   • How do you handle the challenges of plate recognition in diverse conditions, such as varying angles, lighting, or partial occlusions?

I believe these details will not only clarify the workings of your project but also provide valuable insights for those looking to contribute or learn from your work.

Thank you for your time and effort in developing this project. I look forward to your response and any additional information you can provide.

Best regards,
yihong1120

Bạn cho mình hỏi cách khắc phục khi mình chạy project thì gặp lỗi này với. Thanks!

Chào mọi người! t có tham khảo và chạy thử project của tác giả, nhưng gặp lỗi này. Ai đã từng gặp phải hay cách giải quyết có thể chỉ giúp mình được không? Cảm ơn mọi người.

bạn ơi. Mình chạy nó báo lỗi path ở đoạn path='.data/categorized/digits/'
bạn xem giúp mình với

In class Datasets at function init(), not found data/digits.npy

Có cách nào sửa không bạn
2023-10-19 10:59:01.230960: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: SSE SSE2 SSE3 SSE4.1 SSE4.2 AVX AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
Traceback (most recent call last):
File "D:\Bien_so_xe\License-Plate-Recognition\main.py", line 30, in
image = model.predict(img)
File "D:\Bien_so_xe\License-Plate-Recognition\src\lp_recognition.py", line 44, in predict
for coordinate in self.extractLP(): # detect license plate by yolov3
File "D:\Bien_so_xe\License-Plate-Recognition\src\lp_recognition.py", line 33, in extractLP
coordinates = self.detectLP.detect(self.image)
File "D:\Bien_so_xe\License-Plate-Recognition\src\lp_detection\detect.py", line 29, in detect
outputs = self.model.forward(utils.get_output_layers(self.model))
File "D:\Bien_so_xe\License-Plate-Recognition\src\data_utils.py", line 57, in get_output_layers
output_layers = [layers_name[i[0] - 1] for i in model.getUnconnectedOutLayers()]
File "D:\Bien_so_xe\License-Plate-Recognition\src\data_utils.py", line 57, in
output_layers = [layers_name[i[0] - 1] for i in model.getUnconnectedOutLayers()]
IndexError: invalid index to scalar variable.