Danqing Kang's repositories
3d-ken-burns
an implementation of 3D Ken Burns Effect from a Single Image using PyTorch
aim
Aim — a super-easy way to record, search and compare AI experiments
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
contiguous_pytorch_params
Accelerate training by storing parameters in one contiguous chunk of memory.
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
fedlearner
A multi-party collaborative machine learning framework
generative_inpainting
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
GFNet-Pytorch
A general framework for inferring CNNs efficiently. Reduce the inference latency of MobileNet-V3 by 20% on an iPhone XS Max without sacrificing accuracy.
GFocalV2
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection
imagehash
🌄 Perceptual image hashing for PHP
imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support
imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
ISDA-for-Deep-Networks
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥
nb
Neural Network Blocks - Collect all kinds of fancy model blocks for you to build more powerful neural network model.
Pillow
The friendly PIL fork (Python Imaging Library)
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
RelationNet2
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
SimpleCVReproduction
reproduce simple cv project including classification, object detection, segmentation, keypoint detection, tracking, attention mechanism:smile: etc.
SplitNet-Divide-and-Co-training
Code of the paper "SplitNet: Divide and Co-training".
stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
VarifocalNet
VarifocalNet: An IoU-aware Dense Object Detector
yolov3-point
从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)