Jacob's repositories
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
batch-python-ffmpeg-tutorial
A Python application that uses Batch to process media files in parallel with the ffmpeg open-source tool.
cocosplit
Simple tool to split COCO annotations into train/test datasets.
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
ConvNeXt
Code release for ConvNeXt model
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
Detectron2_AL
Active Learning for Object Detection using Detectron2
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
effocr
A model(ing framework) for sample efficient OCR
imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support
jscarlson.github.io
Jacob Carlson's Personal Website
Kindai-OCR
OCR system for recognizing modern Japanese magazines
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
restyle-encoder
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
xcit
Official code Cross-Covariance Image Transformer (XCiT)
YOLOS
You Only Look at One Sequence (NeurIPS 2021)
zi2zi-pytorch
zi2zi implement with pytorch