redfish's repositories
autoaugment
Reproduction of AutoAugment from Google
albumentations
fast image augmentation library and easy to use wrapper around other libraries
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
PreciseRoIPooling
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
ASAP
[CVPR 2023] Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark
Awesome-Segmentations
Lots of semantic image segmentation implementations in Tensorflow/Keras
CAMixerSR
CAMixerSR: Only Details Need More “Attention” (CVPR 2024)
cascade-rcnn_Pytorch
An implementation of Cascade R-CNN: Delving into High Quality Object Detection.
chainer-fcis
Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
deep-learning-papers-translation
深度学习论文翻译,包括分类论文,检测论文等
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DetNet_pytorch
An implementation of DetNet: A Backbone network for Object Detection.
ICCV-PnPRansac_mutiprocessing
Reproduction and revision of PnPRansac algorithm (cv2.solvePnPRansac算法的复现与修改)
Insta-DM
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)
LargeScaleNeRFPytorch
1. Weekly classified NeRF literature. 2. Non-official implementation of Block-NeRF and Mega-NeRF in Pytorch. 3. Train your large-scale NeRF in the wild.
LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型(LLMs)算法工程师相关的面试题和参考答案
mmcv
OpenMMLab Computer Vision Foundation
mmdetection
Open MMLab Detection Toolbox
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
qupath
QuPath - Open Source Digital Pathology
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
SlideRunner
SlideRunner is a tool for massive cell annotations in whole slide images
swift
ms-swift: Use PEFT or Full-parameter to finetune 250+ LLMs or 35+ MLLMs. (Qwen2, GLM4, Internlm2, Yi, Llama3, Llava, Deepseek, Baichuan2...)
tensorflow
An Open Source Machine Learning Framework for Everyone
torch2trt
convert torch module to tensorrt network or tvm function