Blog Perusahaan Tentang Supply Microchip AI Products:AI Accelerators,AI Accelerator Module,AI Vision MPU

Supply Microchip AI Products:AI Accelerators,AI Accelerator Module,AI Vision MPU

Building on its Hailo product line, Microchip has developed full-stack AI hardware solutions for the edge, covering three main categories: standalone AI accelerators, integrated AI accelerator modules and AI vision MPUs. These solutions emphasise low power consumption, low latency and high inference efficiency, and are suitable for applications such as smart vision, industrial automation, humanoid robots, security cameras and in-vehicle sensing. They are accompanied by comprehensive model compilation and debugging SDKs to help customers rapidly deploy edge-based deep learning applications.

I. Product Details

1. AI Accelerators

This series comprises standalone coprocessors that act as computational extension units for the host CPU/MPU, specifically handling neural network inference tasks without consuming host resources. They support various network architectures, including CNNs, Transformers and large language models.

Representative models include the Hailo‑8, Hailo‑8L and Hailo‑10H. The Hailo‑8 delivers a peak computing performance of 26 TOPS, features a compact form factor and offers outstanding energy efficiency; the Hailo‑8L is an entry-level version with a computing performance of 13 TOPS and a cost-effective price point; the Hailo‑10H is designed for generative AI and multimodal inference scenarios, meeting the demands of more complex algorithms. The devices offer high determinism and low latency, support multi-channel parallel processing, and feature interfaces compatible with mainstream interconnects such as PCIe and MIPI. With a wide-temperature industrial-grade specification, they support long-term, stable and continuous operation, making them suitable for applications such as humanoid robot computing boards, industrial inspection equipment, edge servers and smart gateways. When used in conjunction with VectorBlox and the Hailo SDK, it enables model quantisation, compilation, deployment and performance tuning, and is compatible with models exported from mainstream training frameworks.

2. Artificial Intelligence Accelerator Modules

AI accelerator modules are ready-to-use integrated modules equipped with Hailo AI accelerator chips. They feature on-board power supply circuits, storage, signal interfaces and protection circuits, eliminating the need for customers to redesign hardware and offering plug-and-play functionality.

The modules adopt a compact, standardised form factor and support packaging formats such as SOM and M.2, simplifying integration with host boards and reducing hardware development cycles. They undergo basic validation, ESD testing and thermal design optimisation prior to shipment, enabling rapid integration into existing motherboard solutions. Computing power ranges from an entry-level 13 TOPS to a high-performance 26 TOPS; individual modules can operate independently, whilst multiple modules can be cascaded to scale computing power. Suitable for rapid mass-production projects such as smart industrial control cameras, drone payloads, self-service terminals and warehouse robots, it allows customers to focus on algorithm and upper-layer application development without the need to invest in chip-level hardware debugging.

3. AI Vision MPU

Centred on the Hailo‑15 series (Hailo‑15L, Hailo‑15H), this is an integrated AI SoC designed for vision applications. It integrates an AI inference engine, a high-performance ISP (image signal processor), a video encoding unit and a main control processing core, and is classified as a vision-specific MPU.

The chip natively supports multiple MIPI image inputs and simultaneously performs visual analysis tasks such as image denoising, HDR, distortion correction, object detection, tracking, classification and semantic segmentation, whilst also supporting functions such as generative AI retrieval and intelligent event triggering. The Hailo‑15L is designed for high-volume, cost-effective camera solutions; the Hailo‑15H is positioned for mid-to-high-end security, in-vehicle vision and industrial vision applications, offering superior image quality and enhanced AI pipeline capabilities. A single chip handles image acquisition, processing and AI inference, resulting in a streamlined BOM and controllable power consumption, making it suitable for scenarios such as smart network cameras, in-vehicle forward-facing perception, industrial vision inspection and vision perception heads for humanoid robots.

II. Buyer’s Guide

[Selection Guidelines]

1. Prioritise AI Vision MPUs: For projects primarily involving single- or multi-camera vision analysis, where a minimalist solution and controlled BOM costs are desired, directly select the Hailo‑15 series, which handles both ISP and AI inference on a single chip.

2. Prioritise standalone AI accelerators: If you already have a mature host platform (ARM MPU, FPGA) and only require external AI computing power for multi-sensor fusion or multi-modal algorithms, select the Hailo‑8/8L/10H bare die.

3. Prioritise AI accelerator modules: The project aims for rapid mass production, and the hardware team has limited resources; to avoid power supply, clock, PCB and signal integrity debugging, a ready-made module is selected directly.

[Key Evaluation Criteria]

Computing power is not the sole metric; focus on confirming effective inference frame rates, power consumption budgets, latency requirements and network model compatibility. For industrial, automotive and robotics applications, verify the operating temperature range, vibration resistance and reliability ratings. Confirm whether the SDK is compatible with your model framework and whether it supports custom operators. During the sampling phase, it is recommended to request an evaluation kit simultaneously; proceed to mass production only after completing on-board model verification.

III. Mingjiada Electronics: Product Supply and Delivery Process

Shenzhen Mingjiada Electronics Co., Ltd. has long supplied electronic components and can provide original manufacturer traceability documentation, COC quality certificates, datasheets and technical documentation support services. The company supports sample, small-batch and high-volume orders, catering to both immediate stock allocation and long-lead-time forward contracts; it also undertakes the recycling of idle inventory components from the same product series.

[Core Supply Advantages]

1. Comprehensive range of brands and product categories, offering one-stop BOM fulfilment

We collaborate with over 500 international original manufacturers; our product range covers MCUs, power management, signal chains, isolated interfaces, power devices, RF chips, sensors, memory, optical modules and more. These are suitable for high-reliability applications such as automotive ADAS, LEO satellites, humanoid robots, AI servers, industrial automation and drones, and we support one-stop fulfilment of entire BOMs, reducing the costs associated with liaising with multiple suppliers. We maintain a stock of over 2 million part numbers, including standard off-the-shelf items, hard-to-source components and alternatives for discontinued products.

2. Genuine Products and Quality Control

Certified under the ISO 9001 and ISO 14001 standards, our stock is sourced from authorised original manufacturers and distributors; upon receipt, we conduct inspections of appearance, labelling, batch numbers, X-ray analysis and random electrical testing. We can provide original manufacturer documentation and batch traceability reports, strictly controlling the risk of refurbished or loose new components.

3. Dual-Warehouse Coordination for Rapid Stock Response

Our integrated Shenzhen and Hong Kong warehouse centres operate in tandem; standard stock is dispatched within 24 hours, domestic orders are shipped within 48 hours, and urgent orders are processed and dispatched within 4 hours; cross-border orders benefit from rapid customs clearance via our Hong Kong warehouse, supporting global door-to-door delivery. We cater to requirements at various stages—from samples and small-batch trial production to large-scale mass production—supporting orders ranging from a single unit for sampling to mass production orders in the millions.

4. Price Flexibility and Adaptable Partnership Models

Large-scale global procurement delivers price advantages; tiered pricing is available, with ample room for negotiation on large volumes; solutions include VMI consignment stock, JIT (Just-In-Time) delivery and free sample evaluation; a distinctive feature is the parallel provision of supply and stock recovery services, enabling the recovery of customers’ obsolete or idle components to free up inventory capital and reduce the risk of stockpiling.

5. Global Logistics Network

Domestic: SF Express and dedicated freight lines; International: DHL/UPS. We support DDP/DAP trade terms, provide anti-static original manufacturer packaging, and offer full tracking via waybill numbers. We also support collection from our premises and on-site inspection.

[Standardised Delivery Process]

1. Submission of Requirements

Customers provide part numbers (including suffixes), quantities, packaging types, application grades, lead time requirements and BOM lists; channels: official website, email, telephone or sales representatives.

2. Stock Verification and Quotation

Sales representatives provide feedback within one hour regarding stock availability (in stock / in transit / transfer lead times) and quotes (including or excluding VAT). They simultaneously verify that parameters and automotive/aerospace grades match the requirements and propose alternative solutions.

3. Order Confirmation and Contract Signing

Both parties confirm price, lead time and quality terms; a purchase contract is signed to lock in price and lead time; various payment methods are supported, including T/T and letters of credit, with electronic signing available.

4. Inbound Inspection and Order Picking

Warehouse staff pick items according to the order; quality control staff verify packaging, batch numbers and appearance; electrical testing is conducted for high-specification components; quality inspection records are issued; and anti-static and moisture-proof packaging is ensured.

5. Dispatch and Logistics Tracking

Stock orders are dispatched within the agreed timeframe, with a tracking number provided; domestic road or air freight is arranged, whilst cross-border shipments include customs clearance arrangements, with full tracking available throughout the journey; urgent orders are prioritised.

6. Receipt Inspection and After-Sales Service

Customers verify the model numbers, quantities and packaging upon receipt; in the event of quality disputes, documentation is provided for review, and returns or exchanges are supported; for long-term projects, we provide ongoing follow-up regarding restocking and delivery schedule alerts.