Ren Tianhe's Projects
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
AutoTorch, A HPO Toolkit
General AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask, AnyX
A collection of awesome readme templates to display on your profile
a collection of methods to debug
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences.
some useful module based on Pytorch
a list of config-builder repo and tutorials which may help you to build your own config file
Code for the Convolutional Vision Transformer (ConViT)
Code release for ConvNeXt model
[ICLR 2022] DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR
The ApolloScape Open Dataset for Autonomous Driving and its Application.
A collection of cv-interview problems and answers
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Official DeiT repository
detection paper notes and code
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
End-to-End Object Detection with Transformers
PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)
[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Exploring the Limits of Masked Visual Representation Learning at Scale (https://arxiv.org/abs/2211.07636)
Experiment. Plot. Tabulate.
SOTA Re-identification Methods and Toolbox
build faster rcnn on pytorch from scratch
A collection of useful code
Save the blog comments for my personal website
High-quality Neural Networks for Computer Vision š