zhanghengdev

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https://zhanghengdev.github.io/

ZHANG Heng's starred repositories

Histopathology-Datasets

Ressources of histopathology datasets

PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

Language:PythonNOASSERTION80600

bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Language:PythonApache-2.0208500

MultiMAE

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

Language:PythonNOASSERTION53300

Panoptic-SegFormer

This is the official repo of Panoptic SegFormer [CVPR'22]

Language:PythonApache-2.020200

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Language:PythonApache-2.0299800

awesome-detection-transformer

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

AdaMixer

[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector

Language:Jupyter NotebookMIT23600

bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

Language:PythonApache-2.038100

LAV

(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.

Language:PythonApache-2.038700

StreamYOLO

Real-time Object Detection for Streaming Perception, CVPR 2022

Language:PythonApache-2.029700

DAB-DETR

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

Language:Jupyter NotebookApache-2.049300

FGD

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

Language:PythonApache-2.033700

PGD

[ECCV 2022] Prediction-Guided Distillation for Dense Object Detection

Language:PythonMIT6300

RepLKNet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

Language:PythonMIT82900

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

Language:PythonApache-2.0204100

DN-DETR

[CVPR 2022 Oral] Official implementation of DN-DETR

Language:PythonApache-2.052300

Awesome-3D-Detectors

Paperlist of awesome 3D detection methods

awesome-knowledge-distillation

Awesome Knowledge Distillation

Apache-2.0334000

SST

Code for a series of work in LiDAR perception, including SST (CVPR 22), FSD (NeurIPS 22), FSD++ (TPAMI 23), FSDv2, and CTRL (ICCV 23, oral).

Language:PythonApache-2.075100

VTs-Drloc

NeurIPS 2021, Official codes for "Efficient Training of Visual Transformers with Small Datasets".

Language:PythonMIT13700

Awesome-3D-Object-Detection-for-Autonomous-Driving

3D Object Detection for Autonomous Driving: A Comprehensive Survey (IJCV 2023)

yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Language:PythonGPL-3.0313000

multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

Language:PythonAGPL-3.026700

Vision-Transformer-ViT

Pytorch ViT for Image classification on the CIFAR10 dataset

Language:PythonMIT2700

CoLAD

Official Implementation of the WACV 2022 paper: Improve Object Detection with Label Assignment Distillation.

Language:PythonGPL-3.05700

awesome-active-learning

A curated list of awesome Active Learning

CC0-1.068200

AnchorDETR

An official implementation of the Anchor DETR.

Language:PythonNOASSERTION32800

Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

Language:PythonApache-2.0180000

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Language:PythonNOASSERTION689100