phanthanhhang Goto Github PK

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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.

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

just-pandas-things

An ongoing list of pandas quirks

magento2project

maskdino

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

mmdetection

OpenMMLab Detection Toolbox and Benchmark

pytorch_tutorial

solq

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

tsp_drl_ptrnet

PyTorch1.6, "Neural Combinatorial Optimization with Reinforcement Learning", Pointer Networks, Deep RL(Actor-Critic), Traveling Salesman Problem

vnext

Next-generation Video instance recognition framework on top of Detectron2 which supports SeqFormer(ECCV Oral) and IDOL(ECCV Oral))

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5-gradcam

Visualizing Yolov5's layers using GradCam