Alperen Bağ's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
mmdetection
OpenMMLab Detection Toolbox and Benchmark
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
PerceptualSimilarity
LPIPS metric. pip install lpips
pytorch-fid
Compute FID scores with PyTorch.
Deep-Learning-Project-Template
A best practice for deep learning project template architecture.
sipser-computation-3rd-solutions
Solutions to all questions of the book Introduction to the Theory of Computation, 3rd edition by Michael Sipser
HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
bio_embeddings
Get protein embeddings from protein sequences
crnn-pytorch
Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.
SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
multi-person-tracker
Simple Multi Person Tracker implementation in PyTorch