Computer Vision Python Course
What will I learn?
Ithute metheo ea computer vision ka koetliso ea rona ea Python e etselitsoeng litsebi tsa theknoloji. Kena ka botebo ho bokella data, litaba tsa boitshwaro, le khetho ea dataset. Ithute mekhoa ea preprocessing e kang ho fetola boholo ba setšoantšo le augmentation. Hlahloba mefuta ea deep learning, ho kenyeletsoa YOLO le Faster R-CNN, 'me u ntlafatse tsebo ea hau ka hyperparameter tuning. Fumana boiphihlelo bo sebetsang ka OpenCV bakeng sa ho sebetsana le video ea nako ea 'nete le ho lemoha lintho. Ntlafatsa tsebo ea hau ka litaba tse sebetsang tsa boleng bo holimo tse etselitsoeng ts'ebeliso ea hang-hang.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Ithute Python bakeng sa computer vision: Haha litharollo tse matla tsa ho sebetsana le litšoantšo.
Kenya ts'ebetsong ts'ebetso ea nako ea 'nete ea ho lemoha lintho: Ntlafatsa bokhoni ba tlhahlobo ea video.
Ntlafatsa mefuta ea deep learning: Etsa fine-tune bakeng sa ts'ebetso e phahameng.
Lekola ho nepahala ha mohlala: Sebelisa metrics tse kang precision le recall ka nepo.
Ngola merero ka botsebi: Theha litlaleho tse hlakileng, tse hlophisitsoeng.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total course workload
Examples of chapters you can include
You'll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your career.