EXPLORE PROJECT TOPICS

What would you like to build?

Browse software and hardware topics, or share your own idea.

More filters Technology, type & availability

1046 topics available

Have your own topic?
Demo interface showing a car photo with the predicted damage assessment and an estimated repair-cost panel.
Built to order

Vehicle Damage Assessment using CNN

This project builds a transfer-learning CNN that categorizes visible car damage — dent, scratch, cracked bumper, broken headl...

Matplotlib · Seaborn · training curves Python 3.10 · PyTorch · transfer learning torchvision · PIL · OpenCV · image preprocessing
Request a quotation
Parking lot camera frame with slot polygons marked free and occupied by the detector
Built to order

Parking Slot Occupancy Detection using CNN

This project builds a vision pipeline that classifies parking slots as free or occupied from camera frames. A CNN binary clas...

Matplotlib · Seaborn · training curves NumPy · scikit-learn · metrics & confusion matrix PyTorch .pth weights · exported from training run
Request a quotation
Field photo of an insect pest on a leaf alongside the demo app interface showing the predicted pest identity with confidence scores.
Built to order

Insect Pest Identification using CNN

This project builds an image-classification system that identifies crop insect pests from field photographs. A transfer-learn...

Matplotlib · Seaborn · training curves Python 3.10 · PyTorch · transfer learning torchvision · PIL · OpenCV · image preprocessing
Request a quotation
Street-view house number photo with extracted digit crops and the recognised number displayed alongside
Built to order

House Number Recognition using SVHN

This project builds a digit-recognition pipeline that reads house numbers from street photos. A CNN digit classifier trained...

Matplotlib · Seaborn · training curves NumPy · scikit-learn · metrics & confusion matrix Flask · demo web app with image upload
Request a quotation
Underwater photo of a fish alongside an overlaid prediction panel showing the recognised species with confidence scores and water-parameter readouts.
Built to order

Fish Species Recognition using CNN

An image-classification project that recognizes freshwater fish species from photos. A transfer-learning CNN — an ImageNet pr...

NumPy · scikit-learn · metrics · confusion matrix Matplotlib · Seaborn · accuracy and loss curves Trained weights as .pth · exported training run
Request a quotation
Screenshot of the fashion outfit matching app showing a chosen blue denim jacket with suggested matching garments
Built to order

Fashion Outfit Matching using CLIP

An outfit-recommendation tool built on CLIP (Radford et al. 2021): upload a photo of one garment — say a jacket — and it rank...

Python 3.10 · PyTorch · CLIP inference OpenAI CLIP / transformers · vision-language encoder Pillow · image preprocessing
Request a quotation
Screenshot of the visual product search app showing an uploaded sneaker photo with the top 4 catalog matches ranked by cosine similarity
Built to order

Visual Product Search using CLIP

A visual search engine for e-commerce-style catalogs built on CLIP (Radford et al. 2021): catalog product photos are encoded...

Python 3.10 · PyTorch · CLIP inference OpenAI CLIP / transformers · vision-language encoder FAISS · nearest-neighbor index · Johnson et al. 2019
Request a quotation
Thumbnail for Dog Breed Classification using Transfer Learning: a dog photo representing the ResNet classifier trained on Stanford Dogs.
Built to order

Dog Breed Classification using Transfer Learning

A fine-grained image classifier that identifies dog breeds from photos using transfer learning: a ResNet (He et al. 2016) pre...

NumPy · scikit-learn · metrics · confusion matrix Matplotlib · Seaborn · accuracy and loss curves Python 3.10 · PyTorch · training · validation · inference
Request a quotation
Screenshot of the folder scanner interface showing loaded images with matched duplicate pairs highlighted
Built to order

Duplicate Image Detection using Perceptual Hashing

A content-based de-duplication tool that finds near-duplicate images — resizes, recompressions and minor edits that fool MD5...

Python 3.10 · Pillow · image loading and normalization ImageHash · pHash · dHash · aHash fingerprints NumPy · SciPy · DCT · Hamming-distance computation
Request a quotation