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Kind PyTorch Tutorial for beginners
Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Reading list for the Advanced Machine Learning Course
A dataset of datasets for learning to learn from few examples
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Efficient 3D Backbone Network for Temporal Modeling
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
(ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers
[CVPR 2020] VoVNet backbone networks for detectron2
π A ranked list of awesome machine learning Python libraries. Updated weekly.
EsViT: Efficient self-supervised Vision Transformers
π§βπ« 60+ Implementations/tutorials of deep learning papers with side-by-side notes π; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gaβ¦
[CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction