Hi there 👋 I'm Tianheng Cheng, and now a researcher at ByteDance Seed Team and working on cutting-edge large multimodal models and world models. I have finished my Ph.D. career…
Hi there 👋
I'm Tianheng Cheng, and now a researcher at ByteDance Seed Team and working on cutting-edge large multimodal models and world models.
I have finished my Ph.D. career at the HUST Vision Lab of Huazhong University of Science and Technology.
My lifelong research goal is to enable machines/robots to comprehend world knowledge and interact with environments like human beings.
Previous works/publications are listed at Google Scholar 📚.
Currently, I'm devoted to research about large multimodal models, foundational visual-language modeling, and image generation. Before that, I mainly focused on fundamental tasks such as object detection and instance segmentation, as well as visual perception for autonomous driving.
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WiderFace-Evaluation
Python Evaluation Code for Wider Face Dataset
Python ★ 182 2y agoExplain → -
Traffic_Prediction
Traffic Prediction in PaddlePaddle (ASC17 Deep Learning Application)
Python ★ 17 9y agoExplain → -
AttendCRNN
CRNN with Self-Attention
Python ★ 10 8y agoExplain → -
RetinaNet-Text-Detection
Text Detection by RetinaNet with PyTorch (Code will be released soon)
Python ★ 10 7y agoExplain → -
dpl.pytorch
Pytorch Implementation for "Deep Patch Learning for Weakly Supervised Object Classification and Discovery"
Python ★ 7 8y agoExplain → -
LeetCode-Solutions
A repository for storing leetcode solutions
C ★ 7 6y agoExplain → -
RetinaNet
Standard RetinaNet implemented with Pure PyTorch (Work in progress)
Python ★ 7 7y agoExplain → -
Toynn
Toy Neural Neworks from scratch
Python ★ 6 7y agoExplain → -
iWeather
iOS/Weather
Objective-C ★ 5 10y agoExplain → -
DeepLearningWithPaddle
Deep Leaning With PaddlePaddle in Action
Python ★ 5 8y agoExplain → -
BasketballPrediction
2017 Seedcup Preliminary Code
Python ★ 5 8y agoExplain → -
PurchasePrediction
2017 Seedcup Semi-final Competition
Python ★ 4 8y agoExplain → -
SRN
Sequence Recognition Network Implementation by PyTorch
Jupyter Notebook ★ 3 8y agoExplain → -
Doooge ⑂
A pet-raising & habit-developing application based on iOS.
Objective-C ★ 3 9y agoExplain → -
AutoTuner
[ACM SIGMOD 2019] AutoDBA by Deep Reinforcement Learning
Python ★ 2 11mo agoExplain → -
wondervictor
No description.
★ 2 11mo agoExplain → -
wondervictor.github.io
No description.
HTML ★ 2 1y agoExplain → -
VideoHighlights
PaddlePaddle 2017 AI Competition
Jupyter Notebook ★ 2 8y agoExplain → -
Rina
Computer Networks Course Project
C++ ★ 2 8y agoExplain → -
ExpandTableView
No description.
Objective-C ★ 2 10y agoExplain → -
ReFilm
Task - 3 - Unique Studio
Objective-C ★ 2 9y agoExplain → -
bvt
No description.
★ 1 1y agoExplain → -
cvpods ⑂
Classification?Detection?Segmentation? Key-points?Self-supervise learning?3D?cvpods is all you need!
★ 1 5y agoExplain → -
Extended-SimGNN ⑂
A PyTorch Geometric implementation of SimGNN with some extensions.
★ 1 5y agoExplain → -
SpiderMan
2017 Software Course Project
Python ★ 1 8y agoExplain → -
pytorch-tutorial ⑂
PyTorch Tutorial for Deep Learning Researchers
Python ★ 1 9y agoExplain → -
MPI-Tutorial
Parallel Computing with MPI
C ★ 1 9y agoExplain → -
reinforcement.learning
Reinforcement Learning Playground
Python ★ 1 8y agoExplain → -
CloudComputing-Tensorflow
Repository for Student Cloud Computing Competition (Tensorflow part)
Python ★ 1 8y agoExplain → -
Tianchi-ElectricityConsumption
Deep Learning Method for Solving Electricity Consumption Prediction
Python ★ 1 9y agoExplain → -
MemSteve
Course Project of Information Theory
C++ ★ 1 9y agoExplain → -
Dxxp-Learning
Good good study Day day up! I am a Cai Chicken
Python ★ 1 9y agoExplain → -
PHP-Wechat-ChattingRobot
PHP
PHP ★ 1 10y agoExplain → -
AliMessageKit
An Open Source Kit for Ali Dayu SMS Verification
Objective-C ★ 1 9y agoExplain → -
BubbleTabBar
No description.
Objective-C ★ 1 10y agoExplain → -
Functional_Swift
No description.
Swift ★ 1 10y agoExplain → -
HelloNote
UniqueStudio-Task-1
Objective-C ★ 1 10y agoExplain → -
QQChattingView-Task
No description.
Objective-C ★ 1 10y agoExplain → -
annual-update ⑂
[CVPR 2024] Real-Time Open-Vocabulary Object Detection
Python ★ 0 1y agoExplain → -
homepage ⑂
Source code for my homepage.
★ 0 1y agoExplain → -
supervision ⑂
We write your reusable computer vision tools. 💜
★ 0 2y agoExplain → -
YOLOX ⑂
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
★ 0 2y agoExplain → -
hustvl.github.io ⑂
No description.
★ 0 2y agoExplain → -
YoloWorld-EfficientSAM-jupyter ⑂
No description.
★ 0 2y agoExplain → -
free-programming-books-zh_CN ⑂
:books: 免费的计算机编程类中文书籍,欢迎投稿
★ 0 10y agoExplain → -
detrex ⑂
detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), DETA (ArXiv 2022), etc.
★ 0 3y agoExplain → -
SeaFormer ⑂
[ICLR 2023] SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
★ 0 3y agoExplain → -
BEVDet ⑂
Official code base of the BEVDet series .
★ 0 4y agoExplain → -
TorchSemiSeg ⑂
[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
★ 0 4y agoExplain → -
mmdetection ⑂
OpenMMLab Detection Toolbox and Benchmark
★ 0 4y agoExplain → -
nerfies.github.io ⑂
No description.
★ 0 4y agoExplain → -
AdelaiDet ⑂
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
★ 0 4y agoExplain → -
mmcv ⑂
OpenMMLab Computer Vision Foundation
Python ★ 0 5y agoExplain → -
mmsegmentation ⑂
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
★ 0 5y agoExplain → -
HRNet-Semantic-Segmentation ⑂
High-resolution representation learning (HRNets) for Semantic Segmentation
★ 0 6y agoExplain → -
pytorch-segmentation-toolbox ⑂
PyTorch Implementations for DeeplabV3 and PSPNet
★ 0 6y agoExplain → -
lvis-api ⑂
Python API for LVIS Dataset
Python ★ 0 6y agoExplain → -
ssd-ese-seg
Unofficial Implementation for "Explicit Shape Encoding for Realtime Instance Segmentation", based on SSD
Python ★ 0 3y agoExplain → -
yolov3-ese-seg ⑂
Minimal PyTorch implementation of YOLOv3
Python ★ 0 6y agoExplain → -
FaceAlignment
No description.
Python ★ 0 7y agoExplain → -
tensorflow-basemodel-experiments
Basemodel Experiments with TensorFlow (CIFAR-10, ImageNet)
Python ★ 0 7y agoExplain → -
light_head_rcnn ⑂
Light-Head R-CNN
Jupyter Notebook ★ 0 8y agoExplain → -
Relation-Networks-for-Object-Detection ⑂
Relation Networks for Object Detection
Python ★ 0 8y agoExplain → -
Playground
Deep Learning playground
Jupyter Notebook ★ 0 8y agoExplain → -
CS294-Homeworks
CS 294-112: Deep Reinforcement Learning
Jupyter Notebook ★ 0 8y agoExplain → -
CS231n-Assignments
No description.
Jupyter Notebook ★ 0 8y agoExplain → -
reinforcement-learning ⑂
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Jupyter Notebook ★ 0 8y agoExplain → -
DRL_in_CV ⑂
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
HTML ★ 0 8y agoExplain → -
gitignore ⑂
A collection of useful .gitignore templates
★ 0 9y agoExplain → -
KaggleIceberg
Kaggle Iceberg Classification Challenge (see:https://www.kaggle.com/c/statoil-iceberg-classifier-challenge)
Jupyter Notebook ★ 0 8y agoExplain → -
pytorch-capsule ⑂
Pytorch implementation of Hinton's Dynamic Routing Between Capsules
Python ★ 0 8y agoExplain → -
DeepQLearning
Deep Q Learning
Python ★ 0 8y agoExplain → -
dqn ⑂
Lua/Torch implementation of DQN (Nature, 2015)
Lua ★ 0 9y agoExplain → -
shadowsocks-iOS ⑂
Removed according to regulations.
★ 0 9y agoExplain → -
Awesome-Scene-Text-Recognition ⑂
A curated list of resources dedicated to scene text localization and recognition
★ 0 9y agoExplain → -
VGG-CIFAR
VGG-net Image Classification of CIFAR-10
Python ★ 0 9y agoExplain → -
AlarmClock
Verilog Experiment - Create an Alarm Clock with ISE suite
Verilog ★ 0 9y agoExplain → -
VCRotation
Rotation Slider Button
Objective-C ★ 0 9y agoExplain → -
iOSBlogCN ⑂
中文 iOS/Mac 开发博客列表
Python ★ 0 10y agoExplain → -
SwiftGuide ⑂
这份指南汇集了Swift语言主流学习资源,并以开发者的视角整理编排。http://dev.swiftguide.cn
Swift ★ 0 10y agoExplain → -
ReFilmWeb
No description.
PHP ★ 0 10y agoExplain → -
functional-swift ⑂
Issue repository for the Functional Swift book
Swift ★ 0 10y agoExplain → -
LineHUD
iOS
Objective-C ★ 0 10y agoExplain →
No repos match these filters.