YOLOpose code
Published:
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss.
Posts by Tags
2D keypoint
3D keypoint
Human 3D reconstruction
Published:
Human 3D reconstruction by HMR.
AE
Image Generation note
Published:
Image Generation note.
Backbone
ST-GCN
Published:
ST-GCN structure.
HRNet
Published:
About High resolution neural network.
Backbone visualization
Published:
Backbone visualization.
Faster RCNN (2. Transform and Backbone)
Published:
Handwritten the Faster RCNN Transform and Backbone.
Handwritten Resnet
Published:
Handwritten the Resnet on torchvision.models.resnet.py.
BottleNeck
Handwritten Resnet
Published:
Handwritten the Resnet on torchvision.models.resnet.py.
Computer Vision
Simple summary about transformer in CV
Published:
Simple summary about transformer in CV.
Transformer on CV
Published:
About Transformer on Computer Vision.
DETR
DETR
Published:
End-to-End Object Detection with Transformers.
DINO
DINO
Published:
DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.
Diffusion
Image Generation note
Published:
Image Generation note.
Faster R-CNN
Faster R-CNN (4. RoIHead)
Published:
Handwritten Faster RCNN RoI Head.
Faster R-CNN (3. RPN)
Published:
Handwritten Faster RCNN RPN.
Faster R-CNN Summary
Faster R-CNN (1. Summary)
Published:
Faster R-CNN Summary.
Faster RCNN
Faster RCNN (2. Transform and Backbone)
Published:
Handwritten the Faster RCNN Transform and Backbone.
Feature Pyramid Network
Handwritten Resnet50+FPN
Published:
Handwritten the Resnet with FPN.
GAN
Image Generation note
Published:
Image Generation note.
Graph Neural Network
ST-GCN
Published:
ST-GCN structure.
HMR
HMR
Published:
Realize the HMR.
Human 3D reconstruction
Published:
Human 3D reconstruction by HMR.
HRNet
HRNet
Published:
About High resolution neural network.
Human 3D Mesh
Human 3D reconstruction
Published:
Human 3D reconstruction by HMR.
Hyper Parameter
Hyper Parameter Optimization
Published:
Neural network Hyper Parameter Optimization.
Image generation
Image Generation note
Published:
Image Generation note.
Keypoint detection
HRNet
Published:
About High resolution neural network.
Knowledge distillation
Knowledge distillation
Published:
Knowledge distillation.
Loss function
YOLOPose Loss
Published:
YOLO Pose Loss.
Model Soup
Realize the Model Soup
Published:
Realize the Model Soup.
Model soups
Model soups
Published:
Model soups: averaging weights of multiple fine-tuned models.
Multi-dataset
Simple Multi-dataset Detection
Published:
Multi-dataset Detection.
MultiHead Self Attention
Transformer on CV
Published:
About Transformer on Computer Vision.
NLP/CV
Image Generation note
Published:
Image Generation note.
Network Slimming
Network Slimming
Published:
Learning Efficient Convolutional Networks through Network Slimming.
OOD
Unknown-Aware Object Detection
Published:
Solve out-of-distribution (OOD) problems.
Objecetion Detection
(DeiT)Training data-efficient image transformers & distillation through attention
Published:
Training data-efficient image transformers & distillation through attention.
Object Detection
Unknown-Aware Object Detection
Published:
Solve out-of-distribution (OOD) problems.
Objection Detection
DINO
Published:
DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.
DETR
Published:
End-to-End Object Detection with Transformers.
Simple Multi-dataset Detection
Published:
Multi-dataset Detection.
Optimization Algorithm
Hyper Parameter Optimization
Published:
Neural network Hyper Parameter Optimization.
Pytorch
ViT by pytorch code
Published:
ViT by pytorch code.
Pytorch model
yolov5 model.pt info
Published:
yolov5 model.pt information.
RPN
Faster R-CNN (3. RPN)
Published:
Handwritten Faster RCNN RPN.
Region Proposal Network
Faster R-CNN (4. RoIHead)
Published:
Handwritten Faster RCNN RoI Head.
Faster R-CNN (3. RPN)
Published:
Handwritten Faster RCNN RPN.
Resnet
Backbone visualization
Published:
Backbone visualization.
Handwritten Resnet50+FPN
Published:
Handwritten the Resnet with FPN.
Handwritten Resnet
Published:
Handwritten the Resnet on torchvision.models.resnet.py.
RoIHead
Faster R-CNN (4. RoIHead)
Published:
Handwritten Faster RCNN RoI Head.
SPP
SPP and SPPF(in YOLOv5)
Published:
SPP and SPPF（in YOLOv5）.
SPPF
SPP and SPPF(in YOLOv5)
Published:
SPP and SPPF（in YOLOv5）.
STGCN
Handwritten ST-GCN
Published:
Handwritten the ST-GCN.
ST-GCN
Published:
ST-GCN structure.
Segmentation
HRNet
Published:
About High resolution neural network.
Transform
Faster RCNN (2. Transform and Backbone)
Published:
Handwritten the Faster RCNN Transform and Backbone.
Transformer
Simple summary about transformer in CV
Published:
Simple summary about transformer in CV.
DINO
Published:
DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.
Transformer on CV
Published:
About Transformer on Computer Vision.
ViT
ViT by pytorch code
Published:
ViT by pytorch code.
YOLO
YOLOv1-YOLOv5
Published:
Handwritten the Resnet on torchvision.models.resnet.py.
YOLOPose
YOLOPose quick start
Published:
YOLO Pose quick start.
YOLOPose Loss
Published:
YOLO Pose Loss.
YOLOpose code
Published:
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss.
YOLOv5
yolov5 model.pt info
Published:
yolov5 model.pt information.
YOLOv5 structure
Published:
YOLOv5 structure.
distillation
(DeiT)Training data-efficient image transformers & distillation through attention
Published:
Training data-efficient image transformers & distillation through attention.
model.pt
yolov5 model.pt info
Published:
yolov5 model.pt information.
quantization
Deep Learning model quantization
Published:
Deep Learning model quantization.
transformers
(DeiT)Training data-efficient image transformers & distillation through attention
Published:
Training data-efficient image transformers & distillation through attention.
visualization
Backbone visualization
Published:
Backbone visualization.