Hyper Parameter Optimization
Published:
Neural network Hyper Parameter Optimization.
Blog posts
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Handwritten ST-GCN
Published:
Handwritten the ST-GCN.
ST-GCN
Published:
ST-GCN structure.
Realize the Model Soup
Published:
Realize the Model Soup.
Simple summary about transformer in CV
Published:
Simple summary about transformer in CV.
ViT by pytorch code
Published:
ViT by pytorch code.
Image Generation note
Published:
Image Generation note.
HMR
Published:
Realize the HMR.
Human 3D reconstruction
Published:
Human 3D reconstruction by HMR.
yolov5 model.pt info
Published:
yolov5 model.pt information.
YOLOPose quick start
Published:
YOLO Pose quick start.
YOLOPose Loss
Published:
YOLO Pose Loss.
Deep Learning model quantization
Published:
Deep Learning model quantization.
YOLOpose code
Published:
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss.
2022
HRNet
Published:
About High resolution neural network.
SPP and SPPF(in YOLOv5)
Published:
SPP and SPPF（in YOLOv5）.
YOLOv5 structure
Published:
YOLOv5 structure.
Model soups
Published:
Model soups: averaging weights of multiple fine-tuned models.
Network Slimming
Published:
Learning Efficient Convolutional Networks through Network Slimming.
DINO
Published:
DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.
Knowledge distillation
Published:
Knowledge distillation.
Backbone visualization
Published:
Backbone visualization.
(DeiT)Training data-efficient image transformers & distillation through attention
Published:
Training data-efficient image transformers & distillation through attention.
Unknown-Aware Object Detection
Published:
Solve out-of-distribution (OOD) problems.
DETR
Published:
End-to-End Object Detection with Transformers.
YOLOv1-YOLOv5
Published:
Handwritten the Resnet on torchvision.models.resnet.py.
Simple Multi-dataset Detection
Published:
Multi-dataset Detection.
Transformer on CV
Published:
About Transformer on Computer Vision.
Faster R-CNN (4. RoIHead)
Published:
Handwritten Faster RCNN RoI Head.
Faster R-CNN (3. RPN)
Published:
Handwritten Faster RCNN RPN.
Faster R-CNN (1. Summary)
Published:
Faster R-CNN Summary.
Faster RCNN (2. Transform and Backbone)
Published:
Handwritten the Faster RCNN Transform and Backbone.
Handwritten Resnet50+FPN
Published:
Handwritten the Resnet with FPN.
Handwritten Resnet
Published:
Handwritten the Resnet on torchvision.models.resnet.py.