ZexinYan

mlx

MLX: An array framework for Apple silicon

MIT6.824-2021

4 labs + 2 challenges + 4 docs

Parallel-NBody

N-body codes: one multi-threaded following the costzones method, one distributed following the hashed octree method. An OpenGL visualization tool is also provided.

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

AAAI21-RoutineAugmentedPolicyLearning

Source code to the AAAI21 publication Augmenting Policy Learning with Routines Discovered from a Single Demonstration

cmake-examples

Useful CMake Examples

EagleEye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

Awesome-Crowd-Counting

Awesome Crowd Counting

ATSS

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

yolact

A simple, fully convolutional model for real-time instance segmentation.

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

NCRF

Cancer metastasis detection with neural conditional random field (NCRF)

DeepPATH

Classification of Lung cancer slide images using deep-learning

ICIAR2018

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

Awesome-Medical-Research

Awesome list for deep learning on medical research

imgaug

Image augmentation for machine learning experiments.

data_science_bowl_2018

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Mask_RCNN_Humanpose

Mask R-CNN for Human Pose Estimation on Keras and TensorFlow.

R2CNN_Faster-RCNN_Tensorflow

Rotational region detection based on Faster-RCNN.

textspotter

RRPN

Arbitrary-Oriented Scene Text Detection via Rotation Proposals (TMM 2018)

pytorch-polygon-rnn

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

pytorch-mask-rcnn

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

YOLO_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"