An organized collection of tutorials and projects created for aspriring computer vision students.
To start learning computer vision, you should start by installing:
- Ubuntu (preferable 18 or over)
- Anaconda (for virtual environment)
- For computers with compatible NVIDIA GPU: Graphics cards drivers, CUDA and CUDNN.
- Tensor Basics
- Feedforward Neural Net
- Convolutional Neural Net
- Weight Load/Save
- Custom dataset
- Finetune / Transfer learning
- Augmentation using torchvision
- Albumentation
- Tensorboard
- DenseNet
- DLA
- GhosNet-Resnet18
- EfficientNet
- MobilenetV2
- ShufflenetV2
- And many others
- Please use tensorboard to view the runs here