Hello everyone. My name is Niraj Bohara. I am an educator. I want to learn computer vision for the detection problem and tracking that could be use in the transportation field. The main problem I have been facing is remembering through codes. It has been a uphill task for non-computer geeks. I have learnt basic cnn architectures and tensorflow. As of now, I am stuck to transfer learning and bounding box. The basics that I went through were all mathematics which were easy to understand. However, my path was computer vision, so, I jumped to tensorflow. Give me some suggestions for my journey.
A good next study would be Course 4 of the Deep Learning Specialization. That course covers Convolutional Neural Networks. Those are fundamental for image processing.
Hello @Niraj_Bohara,
If you are looking for learning resources for Tensorflow, you may search “Tensorflow” in the Coursera catalog. This forum is run by DeepLearning.AI, and if you take their courses and have questions, you may search here for relevant previous discussions or open a new thread yourself. They offer these Tensorflow multiple-course specializations on Coursera:
- DeepLearning.AI TensorFlow Developer Professional Certificate Specialization
- TensorFlow: Data and Deployment Specialization
- TensorFlow: Advanced Techniques Specialization
The first one of the list is also available on their own learning platform at https://learn.deeplearning.ai.
I suggest you to try them first and see if the learning style matches with your needs. I am not an expert of those platforms but, as far as I know, Coursera should offer you free trial access to the first weeks of the courses, and the DLAI platform gives free access to all videos. These options give you some room to experience them before deciding if you would get full access.
I personally didn’t do any of the above (they were not available at the time), only the Deep Learning Specialization (which Tom mentioned). It uses Tensorflow but it is not focused on teaching you programming with Tensorflow. I just accepted those codes and used them. I didn’t recite those codes, but what made me really be familiar with them is by working on projects. The idea is to dive into it for a couple of weeks, and at first you may need to google (or ask chatbots) a lot for the right code to type (sometimes copy), but at the end you will just be able to type it all by yourself. Why? Because it will sooner or later becomes your muscle memory.
Cheers,
Raymond