Exhibit 34.1

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

Board of Directors and Shareholder

John Deere Capital Corporation

We have examined management’s assertion, included in the accompanying Management’s Report on Assessment of Compliance with SEC Regulation AB Servicing Criteria, that John Deere Capital Corporation (the “Company”) complied with the servicing criteria set forth in Item 1122(d) of the Securities and Exchange Commission’s Regulation AB for the John Deere Owner Trust that were completed after January 1, 2006 and registered with the SEC pursuant to the Securities Act of 1933 (the “Platform”) as of and for the year ended October 29, 2017, excluding criteria in Items 1122(d)(1)(iii), pertaining to maintaining a back-up servicer, 1122(d)(1)(iv), requirements of a fidelity bond and errors and omissions insurance, 1122(d)(2)(vi), safeguarding of checks, 1122(d)(2)(ii) and (d)(3)(ii) — (iii) pertaining to the actual disbursement or remittance of funds to investors (which disbursement is the responsibility of a different party participating in the servicing function), and 1122(d)(4)(ix)-(xiii) and (xv), which management has determined are not applicable to the activities performed by the Company with respect to the Platform. Management’s assertion identifies the individual asset-backed transactions defined by management as constituting the Platform. Management is responsible for the Company’s compliance with the servicing criteria. Our responsibility is to express an opinion on management’s assertion about the Company’s compliance with the servicing criteria based on our examination.

Our examination was conducted in accordance with the Public Company Accounting Oversight Board (United States), and, accordingly, included examining, on a test basis, evidence about the Company’s compliance with the applicable servicing criteria, including tests on a sample basis of the servicing activities related to the Platform, determining whether the Company performed those selected activities in compliance with the servicing criteria during the specified period, and performing such other procedures as we considered necessary in the circumstances. Our procedures were limited to selected servicing activities performed by the Company during the period covered by this report and, accordingly, such samples may not have included servicing activities related to each asset-backed transaction included in the Platform. Further, an examination is not designed to detect noncompliance arising from errors that may have occurred prior to the period specified above that may have affected the balances or amounts calculated or reported by the Company during the period covered by this report. We believe that our examination provides a reasonable basis for our opinion. Our examination does not provide a legal determination on the Company’s compliance with the servicing criteria.

In our opinion, management’s assertion that the Company complied with the aforementioned applicable servicing criteria as of and for the year ended October 29, 2017 for the Platform is fairly stated, in all material respects.

/s/ Deloitte & Touche LLP

January 12, 2018