underwater scene segmentation-based weak object detection method is proposed for invalid underwater object samples from poor labeling, which can effectively segment the background from underwater objects, remove the negative impact of invalid samples, and improve the precision of weak...
弱样本学习方法的内核是给定任务的基础网络，夹层是弱监督学习框架，外面套了一层如何从基础种类向新种类迁移信息的外壳，如图2所示。我们实验室的弱样本图像分类(weak-shot classification)工作[2]和弱样本目标检测(weak-shot object detection)工作[3]很幸运地同时被NeurIPS2021接收了。图2：不同的弱样本学习任务以及...
ARFB的结构 为了通过ARFB进一步获得更多预测参数,残差分支和主分支都添加了全连接层(FC层)以进行参数扩展,如上图所示。在此过程中,多个层次的信息可以进行融合,并且由于加入了FC层,所有分支的维度都能匹配。 ARFB模块的最后一步是主通道和残差通道之间的加法运算,这使得网络能够学习结合每个残差单元的残差。与原始的...
Why is it essential to create a multiclass, complex Unmanned Aerial Vehicle (UAV) dataset for small weak object detection? How does the Context Scale Aware Detector (CSADet) utilize context information to enhance detection? Why is the detection of geospatial objects in open environments particularly...
WEAK AND SMALL OBJECT DETECTION BASED ON WAVELET MULTI-SCALE ANALYSIS AND FISHER ALGORITHM基于小波多尺度分析及Fisher分割的红外弱小目标检测 Weak and small object detection based on wavelet multiscale analysis and fisher algorithm[J]. J. Infrared Millim. Waves( 李红, 郑成勇,高景丽. 基于小波... LI...
弱样本学习方法的内核是给定任务的基础网络,夹层是弱监督学习框架,外面套了一层如何从基础种类向新种类迁移信息的外壳,如图2所示。我们实验室的弱样本图像分类(weak-shot classification)工作[2]和弱样本目标检测(weak-shot object detection)工作[3]很幸运地同时被NeurIPS2021接收了。
This paper proposes an object detection model named Feature Enriching Object Detection Framework with Weak Segmentation Loss (FEOD) based on convolutional neural networks, which is an improvement of You Only Look Once (YOLO). To overcome the shortcoming of insensitivity to small objects, a novel ...
Zero-shot detection in Insecta. Core Ideas Annotation is the bottleneck to machine learning-based phenotyping. We show a way to get bounding boxes using a zero-shot method. Advances in coupled vision language models allow very accurate zero-shot annotation. A vision-language object detection method...
Code Issues Pull requests An app with really insecure crypto. To be used to see/test/exploit weak cryptographic implementations as well as to learn a little bit more about crypto, without the need to dive deep into the math behind it block crypto aes random detection oracle rsa md5 sha1 ...
dead_socket_detection_timeout debug_sync_timeout default_compress default_compress_func default_row_format default_transport_compress_func devname diag_syslog_per_error_limit disk_io_thread_count dtl_buffer_size election_blacklist_interval election_cpu_quota _enable_add_fulltext_index_to_existing_tab...