Algorithm performance comparison (ms/frame). by Zhuoheng Xiang (20485194)

Line chart of frame rate. by Xinpeng Yao (18882573)

“…<div><p>Aiming at the problem that small and irregular detection targets such as cyclists have low detection accuracy and inaccurate recognition by existing 3D target detection algorithms, MAT-PointPillars (Multi-scale Attention and Transformer PointPillars), a 3D object detection algorithm, extends PointPillars with multi-scale vision Transformers and attention mechanisms. …”

The classification accuracy and calibration frame accuracy results of four algorithms for different objects. by Jirong Zeng (20308604)

DT Algorithm. by Nashmia Khalid (20496403)

Manually detected 11 speaker change points and framed signal of development database. by Sukhvinder Kaur (20297968)

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Comparison of average frame rates (frames/sec) for complete visual SLAM systems. by Zhuoheng Xiang (20485194)

Upper subplot depicts frames of audio-stream and lower subplot represents extracted features of each frame. by Sukhvinder Kaur (20297968)

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Filter equalization enhancement algorithm flow. by ZuXuan Zhang (21410532)

“…Experimental results show that the Precision, Recall, F1-score, mAP50 and FPS of the YOLOv8-DGS algorithm in pavement crack detection are 91.6%, 90%, 90.8%, 92.4% and 85 frames, respectively. …”

Visualization of algorithm detection results. by Xinpeng Yao (18882573)

“…<div><p>Aiming at the problem that small and irregular detection targets such as cyclists have low detection accuracy and inaccurate recognition by existing 3D target detection algorithms, MAT-PointPillars (Multi-scale Attention and Transformer PointPillars), a 3D object detection algorithm, extends PointPillars with multi-scale vision Transformers and attention mechanisms. …”

Model frame drawing. by Hairong Zheng (291979)

Guide frame that appears on the smartphone application. by Kengo Oka (1420585)

Structure diagram of depth-separable volume integration algorithm. by ZuXuan Zhang (21410532)

Six kinds of scale a priori frame parameter setting table. by Mengmeng Pan (6475064)

Cells are initially detected in frame t₀ and then tracked to frame t₁. Object queries are processed in the first layer of the decoder for object detection. In... by Owen M. O’Connor (11965460)

Comparison of feature extraction heat map before and after the improved algorithm. by ZuXuan Zhang (21410532)

Conceptual algorithm of bee direction vector estimation based on segmentation. by Tomyslav Sledevič (20783469)

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Conceptual algorithm of the bee behavior pattern recognition on the hive landing board. by Tomyslav Sledevič (20783469)

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Comparison of inference speed and model size for different tracking algorithms. by Yinghong Xie (22319875)

Detected bees on the landing boards. by Tomyslav Sledevič (20783469)

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Confusion matrix: Describes the two errors based on ground truth and predicted values of the SCP in the frame. by Sukhvinder Kaur (20297968)

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