Exercises for the Deep Learning textbook at www.deeplearningbook.org

Code and hyperparameters for the paper "Generative Adversarial Networks"

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Official Pytorch implementation of Birdnet+

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.

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

Visualising LIDAR data from KITTI dataset.

Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion (CVPR 2022, Oral)

A faster implementation of PointNet++ based on PyTorch.

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

[ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection

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

Voxel Transformer for 3D object detection

Repository of 3D Object Detection with Pointformer (CVPR2021)

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Distilling Knowledge via Knowledge Review, CVPR 2021

Decision Trees development for a H.264/AVC to H.265/HEVC video transcoder.

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Deep learning model for classifying different types of skin lesions based on dermatoscopic images.

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

Curriculum learning based YOLO object detector

CUDA Library Samples

Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块

[IJCNN 2023 Oral]: SpA-Former:An Effective and Lightweight Transformer for Image Shadow Removal

Code for Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization.

This repo aims to perform sound localization in complex audiovisual scenes, where there multiple objects making sounds.

Deep neural network kernel for Gaussian process