Image Recognition

Here I tried to make a set of templates for different tasks in image recognition and computer vision using the TorchVision package.

If your new to Deep Learning

1. PyTorch-Tutorials

Tasks

1. Binary Classification (CNN from scratch, Sigmoid Activation, BinaryCrossEntropyLoss)
2. MultiClass Classification (CNN from scratch, ReLu, CrossEntropy)
3. MultiClass Classification (CNN from pre-trained models)
4. Object Detection (find object label, position, mask)

Usage

Read instruction in each folder's README file for each task's acceptable input data format.