Marshhhhh's starred repositories
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
synthetic-computer-vision
A list of synthetic dataset and tools for computer vision
machinelearning
Machine learning and artificial intelligence
RL-Theory-book
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
detectron2
Detectron2 for Document Layout Analysis
deep-learning-colonoscopy
Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).
spark-ocr-workshop
Public runnable examples of using John Snow Labs' OCR for Apache Spark.
digital_peter_aij2020
Materials of the AI Journey 2020 competition dedicated to the recognition of Peter the Great's manuscripts, https://ai-journey.ru/contest/task01
fusion_brain_aij2021
Creating multimodal multitask models
PaddlePaddle-Swin-Transformer-V2
Unofficial Paddle implementation of "Swin Transformer V2: Scaling Up Capacity and Resolution"
Handwritten-text-Detection-Detectron2
Handwritten text detection in document images using Detectron2
Handwritten-Number-Recognition-With-Image-Segmentation
Handwritten Number Recognition using CNN and Character Segmentation
no_fire_with_ai_aij2021
AI Journey Contest 2021: NoFireWithAI
Semantic-Image-Segmentation
Semantic image segmentation application using a FCN-based neural network, implemented using PyTorch. 1st semester, ICMC-USP, 2019.