Stars
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
A Deep Learning based project for colorizing and restoring old images (and video!)
Bringing Old Photo Back to Life (CVPR 2020 oral)
A paper list of object detection using deep learning.
A PyTorch implementation of EfficientNet
Minimal PyTorch implementation of YOLOv3
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Most popular metrics used to evaluate object detection algorithms.
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Keras implementation of RetinaNet object detection.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
Multimodal Unsupervised Image-to-Image Translation
Lightweight Python library for adding real-time multi-object tracking to any detector.
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
Toward Multimodal Image-to-Image Translation
EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow
A simple tool for labeling object bounding boxes in images
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
Implementation of Super Resolution CNN in Keras.
A General Toolbox for Identifying Object Detection Errors
an experiment for yolo-v1, including training and testing.