YOLOv8-pt. YOLOv8 implementation using PyTorch
183YOLOv11-pt. YOLOv11 re-implementation using PyTorch
151YOLOv8-pose. YOLOv8-pose implementation using PyTorch
134EfficientNetV2. EfficientNetV2 implementation using PyTorch
128YOLOv8-human. YOLOv8 re-implementation for human detection using PyTorch
127YOLOv8-qat. Quantization Aware Training
95YOLOv5-tf. YOLOv5 implementation using TensorFlow 2
59ByteTrack. ByteTrack implementation for person tracking using PyTorch
44SimpleNet. SimpleNet: A Simple Network for Image Anomaly Detection and Localization
34PaddleOCR-onnx. Text Detection and Recognition using ONNX
30PyPTZ. PTZ Camera Control using Python
24FaceID. Face Identification using ONNX Runtime
17YOLOv8-dfl. YOLOv8 implementation with DFL using PyTorch
16PolyLoss. PolyLoss implementation using PyTorch
12YOLOv8. YOLOv8 implementation without DFL using PyTorch
12YOLO2VOC. YOLO2VOC or VOC2YOLO converter
10VIP2021. VIPriors Instance Segmentation Workshop | ICCV 2021
10EfficientViTSAM. EfficientViTSAM inference using PyTorch
9YOLOv8-onnx. YOLOv8 inference using ONNX Runtime
8DeepSort. DeepSort implementation for person tracking using PyTorch
8MaskRCNN. MaskRCNN implementation using PyTorch
8SixDRepNet. 6D Rotation Representation for Unconstrained Head Pose Estimation
8PIPNet. Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild
7DeepLab-tf. DeepLabV3+ Implementation using TensorFlow 2
7CascadeRCNN. CascadeRCNN implementation using PyTorch
5FaceDet-onnx. Sample and Computation Redistribution for Efficient Face Detection
5DeepLab-pt. DeepLabV3 plus implementation using PyTorch
5YOLOv5-pt. YOLOv5 implementation using PyTorch
5CTDNet. Complementary Trilateral Decoder for Fast and Accurate Salient Object Detection
3YUNet-eval. YUNet evaluation on WIDERFace dataset
3SeesawLoss. Seesaw Loss implementation using PyTorch
3FasterRCNN. FasterRCNN implementation using PyTorch
3HTC. HTC implementation using PyTorch (supports MOSAIC/MixUp and RandomAugment)
3EfficientViTSAM-onnx. EfficientViTSAM inference using ONNXRuntime
3EfficientNet. EfficientNet implementation using PyTorch
2EfficientDet-tf. EfficientDet Implementation using TensorFlow 2
2FLOPS-pt. PyTorch module FLOPS counter
2Attribute-human. Human Attribute Recognition
2YUNet. YUNet implementation using PyTorch
2SparseRCNN. Sparse Mask R-CNN implementation using PyTorch
2SCRFD-tiny. SCRFD implementation using PyTorch
2MobileNetV3. MobileNetV3 implementation using PyTorch
1EfficientDet-api. EfficientDet implementation using TensorFlow 2 Object Detection API
1MobileOne. MobileOne: An Improved One millisecond Mobile Backbone
1PIPNet-qat. Quantization Aware Training
1yolov5. YOLOv5 in PyTorch > ONNX > CoreML > TFLite
1YOLOv3-tf. YOLOv3 implementation using TensorFlow 2
1YOLOv4-tf. YOLOv4 implementation using TensorFlow 2
1YOLOv2-tf. YOLOv2 implementation using TensorFlow 2
1DualDet. DualDet implementation using PyTorch
1DualHTC. DualHTC++ implementation using PyTorch (supports MOSAIC/MixUp and RandomAugment)
1YOLOv8-trt. YOLOv8-TensorRT implementation using Python
1YOLOv11-trt. YOLOv11-TensorRT implementation using Python
1