📘 Lesson · Lesson 91
CNN vs RNN
CNN vs RNN
Two Deep Learning Networks
💡 At a Glance
CNN (Convolutional) is best for images. RNN (Recurrent) is best for sequences like text and time series.
CNN vs RNN
| CNN | RNN |
|---|---|
| for images / grids | for sequences / time |
| uses filters (convolution) | has memory of previous steps |
| image recognition, face detection | text, speech, translation |
Summary
- CNN handles images using filters; great for vision tasks.
- RNN remembers sequence order; great for text, speech, time series.
दो Deep Learning Networks
💡 एक नज़र में
CNN (Convolutional) images के लिए best। RNN (Recurrent) text और time series जैसी sequences के लिए best।
CNN बनाम RNN
| CNN | RNN |
|---|---|
| images / grids के लिए | sequences / time के लिए |
| filters use करता (convolution) | पिछले steps की memory |
| image recognition, face detection | text, speech, translation |
सारांश
- CNN filters से images संभालता; vision tasks के लिए बढ़िया।
- RNN sequence order याद रखता; text, speech, time series के लिए बढ़िया।