Literature comparison. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Flow chart of proposed system. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Common turning methods. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Literature review. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

IMU data and video synchronization. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Algorithm comparison. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Confusion matrix-punch classification. حسب Saravanan Manoharan (21273304)

"…To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …"

Mean parameter values for the selected crops. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Agricultural field path planning diagram. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Performance comparison of ML models. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Comparative data of different soil samples. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Schematic diagram of AIC operation. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Partial field data of Huaxing Farm. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Beluga Whale Optimization algorithm flow chart. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Confusion matrix of random forest model. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Different operating angles θ = 90°, θ = 180°. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Sensor value scenario for fuzzy logic algorithm. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Farm land preparation operation scheduling plan. حسب Manxian Yang (20521600)

"…<div><p>Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. …"

Evaluation metrics of selected ML models. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"

Block diagram of the proposed system. حسب Gourab Saha (8987405)

"…<div><p>As the world population is increasing day by day, so is the need for more advanced automated precision agriculture to meet the increasing demands for food while decreasing labor work and saving water for crops. …"