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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation
Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀
A trusty face analysis research platform developed by Tencent Youtu Lab
💎 Detect , track and extract the optimal face in multi-target faces (exclude side face and select the optimal face).
[ACM MM 2021 Best Paper Award] Video Background Music Generation with Controllable Music Transformer
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
A guide that integrates Pytorch DistributedDataParallel, Apex, warmup, learning rate scheduler, also mentions the set-up of early-stopping and random seed.
A playbook for systematically maximizing the performance of deep learning models.
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …
A PyTorch toolkit for extremely fast ImageNet training with NVIDIA DALI.
对FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications Arpit（2019）的复现。
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
使用知识推理方法抑制火灾检测中灯光干扰(Using knowledge inference to suppress the lamp disturbance for fire detection). YOLO, Googlenet Inception.
Region-based Annotation Data of Fire Images for Intelligent Surveillance System. Used on "Real-Time Fire Detection Based on Color-Motion Feature for Video Surveillance System" 2021.
Fire detection and tracking
D-Fire: an image data set for fire and smoke detection.
这是一个mobilenet-yolov4的库，把yolov4主干网络修改成了mobilenet，修改了Panet的卷积组成，使参数量大幅度缩小。
✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】