Literature comparison. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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. by 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°. by 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. by 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. by 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. by 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. by 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. …”