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Related Objects of Interest: benign , normal , actinic keratosis basal cell carcinoma and other malignant lesions , exanthems and drug eruptions , hair loss photos alopecia and other hair diseases , light diseases and disorders of pigmentation , melanoma skin cancer nevi and moles , nail fungus and other nail disease , poison ivy photos and other contact dermatitis , scabies lyme disease and other infestations and bites
Top Malignant Computer Vision Models
The models below have been fine-tuned for various malignant detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own malignant detection model.
At the bottom of this page, we have guides on how to count malignants in images and videos.
111 images 49 classes 1 model
ARCH ARCH_FattyGlandular ASYM Benign_ARCH Benign_ARCH_DenseGlandular Benign_ARCH_Fatty Benign_ARCH_FattyGlandular Benign_ASYM_DenseGlandular Benign_ASYM_Fatty Benign_ASYM_FattyGlandular Benign_CALC_DenseGlandular Benign_CALC_Fatty Benign_CALC_FattyGlandular Benign_CIRC_DenseGlandular Benign_CIRC_Fatty Benign_CIRC_FattyGlandular Benign_MISC Benign_MISC_DenseGlandular Benign_MISC_Fatty Benign_MISC_FattyGlandular
1.1k images 15 classes 4 models
Acne Acne and Rosacea Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions Atopic Dermatitis Bullous Disease Eczema Exanthems and Drug Eruptions Hair Loss Photos Alopecia and other Hair Diseases Light Diseases and Disorders of Pigmentation Lupus and other Connective Tissue disease Melanoma Skin Cancer Nevi and Moles Nail Fungus and other Nail Disease Poison Ivy Photos and other Contact Dermatitis Psoriasis pictures Lichen Planus and related diseases Scabies Lyme Disease and other Infestations and Bites
1.6k images 11 classes 1 model
3.2k images 4 classes 1 model
1.1k images 3 classes 1 model
627 images 2 classes 4 models
797 images 3 classes 1 model
67 images 88 classes 1 model
CD 45 negetive CD 99 negetive CK 20 negativity CK 5/CK6 positivity CK 7 positivity Chlamydial infection Cockleburrs Congo red stain Elastic van Gieson stain Fite acid-fast stain Fouchet’s stain Freezing artefact of the tissue Grunwald Giemsa stained smear Her-2/neu immunostain Large hole in the tissue Masson trichrome stain Methenamine silver stain Mucus secreting endocervical columnar cells NSE positivity Oestrogen Receptor
80 images 3 classes 1 model
226 images 4 classes 1 model
13k images 25 classes 1 model
Acne and Rosacea Photos Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions Atopic Dermatitis Photos Bullous Disease Photos Cellulitis Impetigo and other Bacterial Infections Eczema Photos Exanthems and Drug Eruptions Hair Loss Photos Alopecia and other Hair Diseases Herpes HPV and other STDs Photos Light Diseases and Disorders of Pigmentation Lupus and other Connective Tissue diseases Melanoma Skin Cancer Nevi and Moles Nail Fungus and other Nail Disease Normal Skin Poison Ivy Photos and other Contact Dermatitis Psoriasis pictures Lichen Dermatosis and related diseases Scabies Lyme Disease and other Infestations and Bites Seborrheic Keratoses and other Benign Tumors Systemic Disease Tinea Ringworm Candidiasis and other Fungal Infections
6.7k images 18 classes 1 model
HEALTHY-adipose HEALTHY-connectivedenseirreg HEALTHY-connectivedensereg HEALTHY-connectiveelastic HEALTHY-connectiveloose HEALTHY-fibrocartilage HEALTHY-hyalinecartilage HEALTHY-muscle MALIGNANT-angiosarcoma MALIGNANT-dermatofibrosarcomaprotuberans MALIGNANT-epithelioidsarcoma MALIGNANT-fibrosarcoma MALIGNANT-leiomyosarcoma MALIGNANT-liposarcoma MALIGNANT-peripheralnervesheath MALIGNANT-rhabdomyosarcoma MALIGNANT-synovialsarcoma MALIGNANT-ups
646 images 2 classes 2 models
3.2k images 7 classes 2 models
572 images 5 classes 1 model